{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "warning: can't import TA-Lib, will be ignored! You can fetch ta-lib from https://www.lfd.uci.edu/~gohlke/pythonlibs/#ta-lib\n",
      "std::cout are redirected to python::stdout\n",
      "std::cerr are redirected to python::stderr\n",
      "2023-10-14 02:22:16.847 [HKU-I] - Using SQLITE3 BaseInfoDriver (BaseInfoDriver.cpp:58)\n",
      "2023-10-14 02:22:16.848 [HKU-I] - Loading market information... (StockManager.cpp:499)\n",
      "2023-10-14 02:22:16.848 [HKU-I] - Loading stock type information... (StockManager.cpp:512)\n",
      "2023-10-14 02:22:16.848 [HKU-I] - Loading stock information... (StockManager.cpp:426)\n",
      "2023-10-14 02:22:16.899 [HKU-I] - Loading stock weight... (StockManager.cpp:529)\n",
      "2023-10-14 02:22:17.250 [HKU-I] - Loading KData... (StockManager.cpp:134)\n",
      "2023-10-14 02:22:17.254 [HKU-I] - Preloading all day kdata to buffer! (StockManager.cpp:157)\n",
      "2023-10-14 02:22:17.254 [HKU-I] - Preloading all week kdata to buffer! (StockManager.cpp:160)\n",
      "2023-10-14 02:22:17.254 [HKU-I] - Preloading all month kdata to buffer! (StockManager.cpp:163)\n",
      "2023-10-14 02:22:17.267 [HKU-I] - 0.02s Loaded Data. (StockManager.cpp:145)\n",
      "Wall time: 1.08 s\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "%time from hikyuu.interactive import *\n",
    "#use_draw_engine('echarts') #use_draw_engine('matplotlib')  #默认为'matplotlib'绘图"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1 简单示例\n",
    "========\n",
    "\n",
    "查询并绘制上证指数最后100个交易日的K线数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "s = sm['sh000001']\n",
    "k = s.get_kdata(Query(-100))  \n",
    "k.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "2 查看与遍历K线数据\n",
    "==========\n",
    "\n",
    "K线数据可以象list一样遍历和查看具体值"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "KData{\n",
      "  size : 100\n",
      "  stock: Stock(SH, 000001, 上证指数, 指数, 1, 1990-12-19 00:00:00, +infinity),\n",
      "  query: KQuery(-100, 9223372036854775807, INDEX, DAY, NO_RECOVER)\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "s = sm['sh000001']\n",
    "k = s.get_kdata(Query(-100))  \n",
    "print(k)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[KRecord(Datetime(202310090000), 3100.0000, 3103.3600, 3072.6400, 3096.9200, 30266215.6000, 2644222.0000),\n",
       " KRecord(Datetime(202310100000), 3104.3700, 3109.9800, 3073.1900, 3075.2400, 29365328.3000, 2553273.0000),\n",
       " KRecord(Datetime(202310110000), 3085.7000, 3095.6600, 3071.9400, 3078.9600, 32656238.2000, 2599187.0000),\n",
       " KRecord(Datetime(202310120000), 3101.7100, 3109.9900, 3092.1800, 3107.9000, 32586589.8000, 2748280.0000),\n",
       " KRecord(Datetime(202310130000), 3092.0000, 3094.9200, 3080.5500, 3088.1000, 30953809.5000, 2550852.0000)]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#查看最后5个交易日的K线值\n",
    "k[-5:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3297.32\n"
     ]
    }
   ],
   "source": [
    "#遍历查询最大收盘价\n",
    "max_close = 0\n",
    "for v in k:\n",
    "    if v.close > max_close:\n",
    "        max_close = v.close\n",
    "print(max_close)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "K线数据（KData）其实是有KRecord组成的数组，KRecord的属性如下："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "日期 -  2023-05-17 00:00:00\n",
      "开盘价 -  3281.9700000000003\n",
      "最高价 -  3298.52\n",
      "最低价 -  3269.89\n",
      "收盘价 -  3284.23\n",
      "成交金额 -  34048265.4\n",
      "成交量 -  2857440.0\n"
     ]
    }
   ],
   "source": [
    "print(\"日期 - \", k[0].datetime)\n",
    "print(\"开盘价 - \", k[0].open)\n",
    "print(\"最高价 - \", k[0].high)\n",
    "print(\"最低价 - \", k[0].low)\n",
    "print(\"收盘价 - \", k[0].close)\n",
    "print(\"成交金额 - \", k[0].amount)\n",
    "print(\"成交量 - \", k[0].volume)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "3 Query详解\n",
    "========\n",
    "\n",
    "获取Stock的K线数据，需要指定查询条件，可按索引和日期两种方式查询。\n",
    "\n",
    "构建按索引方式查询条件：Query(start=0, end=None , kType=Query.DAY, recoverType=Query.NO_RECOVER)\n",
    "\n",
    "构建按日期方式查询条件：QueryByDate(start=None, end=None, kType=Query.DAY, recoverType=Query.NO_RECOVER)\n",
    "\n",
    "其中，索引遵循Python的惯用方式，即以0位起始，以[start, end)的方式查询，支持负数表示倒叙; 按日期查询同样遵循[start, end)惯例。\n",
    "\n",
    "kType: 为K线数据类型（日线、分钟线、周线等）:\n",
    "\n",
    "    - Query.DAY      日线\n",
    "    - Query.WEEK     周线\n",
    "    - Query.MONTH    月线\n",
    "    - Query.QUARTER  季线\n",
    "    - Query.HALFYEAR 半年线\n",
    "    - Query.YEAR     年线\n",
    "    - Query.MIN      1分钟线\n",
    "    - Query.MIN5     5分钟线\n",
    "    - Query.MIN15    15分钟线\n",
    "    - Query.MIN30    30分钟线\n",
    "    - Query.MIN60    60分钟线\n",
    "    \n",
    "recoverType：为复权类型（不复权、前向复权、后向复权、等比前向复权、等比后向复权），仅支持日线复权：\n",
    "\n",
    "    - Query.NO_RECOVER     不复权\n",
    "    - Query.FORWARD        前向复权\n",
    "    - Query.BACKWARD       后向复权\n",
    "    - Query.EQUAL_FORWARD  等比前向复权\n",
    "    - Query.EQUAL_BACKWARD 等比后向复权"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "3.1 按索引方式查询K线数据\n",
    "-------------------------"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "#查询股票前100个交易日的K线数据\n",
    "k = s.get_kdata(Query(0, 100))\n",
    "\n",
    "#查询股票最后100个交易日K线数据\n",
    "k = s.get_kdata(Query(-100))\n",
    "\n",
    "#查询股票第199个交易日到第209个交易日的K线数据\n",
    "k = s.get_kdata(Query(200, 210))\n",
    "\n",
    "#查询股票倒数第100个交易日至倒数第10个交易日的K线数据\n",
    "k = s.get_kdata(Query(-100, -10))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "3.2 按日期方式查询K线数据\n",
    "--------------------------\n",
    "\n",
    "按日期查询同样遵循 [start, end) 惯例。\n",
    "\n",
    "日期类型为Hikyuu库中定义的 Datetime，其记录的是“年月日时分”。可使用Python的datetime类型、日期字符串或数字表示法进行构建:\n",
    "\n",
    "- Datetime(datetime.date(2017,1,1))  - 从Python的datetime构建\n",
    "- Datetime('2017-1-1 9:35') - 通过日期字符串构建\n",
    "- Datetime(201701010935) - 通过数字进行构建，数字格式须如“yyyymmddhhmm”（4位年份2位月份2位小时数2位分钟数）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#查询2017年1月1日至今的日线数据\n",
    "k = s.get_kdata(Query(Datetime(201701010000)))\n",
    "\n",
    "#查询2017年1月1日至3月31日日线数据\n",
    "k = s.get_kdata(Query(Datetime(201701010000), Datetime(201704010000)))\n",
    "\n",
    "#查询2017年1月5日1分钟线数据\n",
    "k = s.get_kdata(Query(Datetime(201701050000), Datetime(201701060000), ktype=Query.MIN))\n",
    "k.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "3.3 查询复权日线\n",
    "----------------"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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HjVt3Jde5w+7W4KbW2717t9d6gbYl7W9dTklJUUJCgs444wyv9U4++WQtWrRI69ev94Sg5urmNmTIEM/1P//5z+rWrZvmzp2r8847z9O1vKH6+nplZmZq5syZSk5O1ocffuj5IaCurk7z589XSUmJ5zzrjz/+WM8++6y+++47vfPOO37PRW5o3759mjdvni688EKdccYZmjhxoux2u+bOnRvwNpdddpny8/M9/3/zzTfq3LmzbDab1775M3nyZJ155pm69tprtWvXLqWlpXmWNbzeUOPu0C2xZ88eSfI5B7uxlozabRiGLrroIvXr10+TJ0/Wp59+qvLycv3pT39Sv379NGDAAL333nuaPXu2p0v76tWrNXHiRBUWFqpjx45e23M/Z9XV1SHtIwAgttC1GwAgyXWOsXuKKfc8wZL0008/adq0aRoxYoRuuOGGgLevr6/Xgw8+qEmTJnm1VA4YMEBJSUn69ttvfW7z7bffesKpOwA1Xm/z5s3as2eP13q//vqr7Ha7z7ak/WF3wIABMgzDM52RW11dnSTX+bvB1i2QMWPGSHJ1I/cnMTFRN9xwgz755BNP1+Lk5GR16NBBHTt21PXXX6/u3bt7lqWkpGjKlCl6+umndcwxxzR535KrtfvHH3/UDTfcoLPOOktLlizR3Xffrby8vIC36dKliwYMGOC53HXXXfr000+9yvwF+Lq6OhUVFWngwIEyDEPr169X//79ZTabNWHCBP3444+eHzM++eQT7dq1S3Pnzm022AYjPT1dkmtO8HB77bXX9Morr2jVqlVKT0/XySefrHfeeUeXXXaZTj31VA0YMEAjRoxQaWmpNm/erKKiIp1++uk6/vjjdcQRR/hs75dffpHk/3QBAED8IEgDQDu1Y8cOn7J9+/ZJkleQuuiii7R37149+eSTTQ4eVVhYqC1btuiyyy7zKk9NTdWYMWP06quverX8fvjhh9qyZYvOPfdcSa7zjy0Wi5544gmv2z/xxBPq0KGD/vCHP0iSxo8fL0l6/PHHfdbr27ev5zxad0t0wwG+JOnFF19Ux44ddcIJJwRdt7q6OlVWVvrs87vvvitJysrKCvi4uA0fPlybNm3Spk2bNGbMGN1yyy2e/zt06KB33nlHmzZtUkFBQbPbMgxDN954ox544AGvgeLOPPNMPffcc1q0aJEuv/xyGYbR7Lbc55w3Z926daqsrNTxxx+v77//XuXl5RoyZIgOPfRQ/eUvf9E777zjGQU+LS1Njz32mPr06eN3ALRQ9ezZU5K0devWA95WYzk5Obrvvvv06quvauvWraqoqPA6NUGSjjrqKPXu3Vv5+fk68cQTdeaZZ+qJJ57Q6tWrVVNT47Wu+weeXr16hb2uAIDoQdduAGinMjMzNXHiRJ144onq3LmzZyTqjh07eqbuWbBggd58801dcskl+u677/Tdd9/5bGfQoEHKyMjQAw88oBNPPFGDBw/2WWfOnDk68cQTdcopp2jmzJkqLy/XrbfequOOO06TJ0+W5Br1+fbbb9fVV1+tSZMm6Y9//KO++eYb3XHHHbr66qvVv39/Sa7Rrs866yzNnTtXhmHo6KOP1pIlS/Thhx/qlVde8ZwrPW7cOJ1++um6+eabtXv3buXk5Gjp0qV69tlnNWvWLM/5tsHUraKiQllZWZo2bZp+85vfqLa2VkuXLtXTTz+tiy++2O8+N2YymdSnTx9Jrh8Xunbt6vlfcp1/3KdPnyYHfJNcQe3SSy/VW2+9pX/9618+U0ydddZZeuCBBzRjxgwNGTLE55zphtxBft26ddq6dWuT4W/lypU64ogj1LVrVz388MPq3r27bDabKioqNH36dOXm5nqtn5SUpL/85S8aOHCg31HRQzFo0CB17dpV77//vkaOHHlA22qsZ8+euvLKKyW5elWsWbNGn3zyiS666CLPYGrbtm1Tenq6XnnlFd1zzz2aOXOmJOkPf/iDbrjhBq8fj95//3117drVb1d/AEAcicz01QCASLvmmmuMY445xujatathMpmMfv36GRdeeKHx9ddfG4ZhGDt37jRSU1MNSU1eHnvsMWPDhg1GQkKC8eyzzwa8v/fee8847rjjjJSUFOOQQw4xpk+fbuzatctnvQULFhgDBgwwkpOTjX79+hl33XWXUVdX57XOnj17jKuuuso49NBDjZSUFCMnJ8d47bXXfLa1Z88eY+bMmUaPHj2M5ORkIysry3jwwQdDrtu+ffuMq666yhgwYICRmppqWK1WY/jw4cYzzzxj1NfXN/tYL1y40Bg7dqzn/zPOOMOYP3++5/8OHToYxcXFhmEYxvLly43evXt73f61114zUlNTjdGjRxsbN240hg4darz55ptN3ucTTzxhVFVVeZV99NFHxvr16w3DMIyvvvrKGDJkiJGVlWUMGzbMSEhIMH77298a9957r7FkyRLPem7nnHOOMWXKFKO2ttbIzMw0rrnmGsMwDOP88883jj76aKOmpsYwDMOQZKxdu9YwDMMYP368MWDAAKOioqLZx6g5kydPNrKzs/0u27RpkyHJePTRR43i4uImLz169DBuu+02z21XrVplzJo1yzj55JONTp06GUlJScaxxx5r7Nu3z/j555+N66+/3jCZTMaxxx5rdOrUybj55psNwzCMX3/91UhISDBWrlzpVZfjjjvOmDRp0gHvLwAguiUYRhD9vgAAaEJ+fr6effZZ2e12n8Gc2rN33nlH48aNa/HtR40apYsvvlgXX3yxZs2apTfeeEO7du1SXl6ehg4dqi5dukjyns+5vr5etbW1novNZlNycrLsdrs2bNigr776SsuXL9eXX36pM844Q4888ogOO+wwFRcX64knnlBBQYF+/PFHnXLKKbrwwgs1YcIEpaSk6LDDDtOcOXO0a9cu3XrrrVq7dq2++uorTZ8+XZ9++qm6du2qLVu26Pjjj9fmzZvVu3dvORwODR48WLfccotPi3Wo1q5dqyFDhujtt9/W7373O69lmzdvVt++fYPe1m233aZZs2ZJkubOnaulS5dq1KhRGj16tIYPH641a9ZowYIFeumll9SrVy/NnTtXEydO1HPPPacLLrhAM2fOVMeOHbVgwQI5HA7PgGMffPCBxowZo6+//jqoXgoAgNhFkAYAHJDKykplZGToiiuu0OzZsyNdnahSVVWl0tLSFt8+NTVVL7zwgn766Sfdeeed2rt3r/7973/r+eef1/fff+8ZzVqS53zohn8TExO1fv16PfXUU5o1a5bMZrOOOeYYnXTSSQFHGq+rq9PSpUv10EMP6eOPP1ZxcbFMJpPOPfdc3XPPPXrxxReVkJCg2267TbW1tVq3bp0yMzM9o3b/4Q9/0PPPP+/ZXnNdxkNxySWX6JtvvtEnn3zi9YONO0gvX77cJ2Q31qdPH02dOtUTpP25//779dJLL+nKK6/UhAkTvKZBW7p0qW688UZ9//33uuuuuzw/ELinK8vMzPQ5fx8AEH8I0gCAA7Jx40YVFBRo+vTp6t69e6SrE3dqamqUlJTk1eocqurqam3fvl19+vTxO2d2IFVVVX5H8K6vr/fZjmEYnvDeWiorK3XcccfptNNO01133dVq99MSN954o1566SV9+eWXAedZBwDED4I0AAAAAAAhYPorAAAAAABCQJAGAAAAACAEBGkAAAAAAEKQFOkKtFR9fb22b9+utLS0AxqABQAAAAAQWwzDUEVFhXr06NGqA10GErNBevv27WGbTgMAAAAAEHu2bt2qnj17tvn9xmyQds9XuXXrVnXq1CnCtQEguabpefvtt3XyySd7zfEKIPw43oC2xTEHhE84jqfy8nL16tXLkwvbWswGaXd37k6dOhGkgShRU1Mjs9msTp068SUDaGUcb0Db4pgDwiecx1OkTvNlsDEAAAAAAEJAkAYAAAAAIAQEaQAAAAAAQkCQBgAAAAAgBARpAAAAAABCQJAGAAAAACAEBGkAAAAAAEJAkAYAAAAAIAQEaQAAAAAAQkCQBgAAAAAgBARpAAAAAABCQJAGAAAAACAEBGkAAAAAAEJAkAYAAAAAIAQEaQAAAAAAQkCQBgAAAAAgBARpAAAAAABCQJAGAAAAACAEBGkAAAAAUam2vlaGYUS6GoAPgjQAAADiys7KnVq9fXWkqxF2b2x4Q397529+l+2r26ctu7fok62fqGhHURvXLLx6/qunNpZtlCQVfFOgk544KcI1Co/iX4pVvrfc77LRj4/WZ9s+8/zf+AeEjWUbNfrx0a1dRYSAIA0AAKLWNz99o5OfPFnmO8zq9s9uuujVi7SzcqfXOgu/WKi+9/VV6h2pGvPEGP2w6wfPsrKqMl386sVKvytdlnkWjXtynL756RvP8s27N2v80+NlvcuqzvM6a8KzE7Rl9xafeuyr26e5K+bqtKdO81m21blV458er4P+fpB63NND//zkn3735cX1L6rHPT18yu///H5lLshU6h2pGvDvAVr05aImH5MX17+orAeyZJpr0rDFw5oMjFNfmaqE2xOCvlzz9jUBt1Vv1OvBLx/U0YuObrJ+F796sRJuT9C28m1+l7/7w7s67uHjlHZnmrrf011XvnmlqmurPcsD1e2SVy9p8n4bWlW6ShOeneC13WCEax8l6dd9v+rqZVer2z+7yTTXpOwHs/2u933Z9+o4p6OmvTat2fo9uPpBdTF10cIvFirnoRwd9cBR6ntfXx1y9yEyzTVp0MJBuvDlC3Xf5/e1yT5K0g+7ftDv/vs7FXxT4FPe+Dn8zX9+0+w+NrZk/RIN7zU8pNuEax/f2/Sezz6Mf3q833WDeR6XrF+i4x8+Xgu/WCjrXVZZ77Kq2z+7+V33qjev0i3v3xJwW33u7RPwMvA/A5vYa1/rfl6nkY+NVOodqep3Xz89uebJoG43+8PZSrg9QSvtK32WrflxjbIfzPZZ9ub/3lTmgkyl/zNd/9ryL69j9L1N7ylzQab21u4Nqf6RkhTpCgAAAASStzRPpw44Vf88+Z/a6tyqK968Qhe+cqHeuOANSdIL376g/LfytfjMxTrqkKN09VtX6/fP/F7f5H6jxIRE/f2jvysxIVFvXPCGDMPQrR/cqlMLTtV3ed+pU0on2Z12DesxTLNGz1L53nJdtewqnbfkPH0+7XNJUl19ne759B498MUD+vHXH3Wi7USv+tXV1+mMp89Qj7Qe+uiij7R6+2rNeGOGbBabzht4niTppeKXdNfHd+mrH79SXX2dzz5+v+t73T3ubvW29NbrG15X7hu56m3prdMO9w3tn279VH968U+6e9zdOqnPSZq9YrZOf/p0bbxio9JS0nzWX3D6Av3zZFewv/DlCzW813BNHzrds/zl4pf14OoHtWzSMkmSOdns93lYvHqx7v38Xm0s26henXoFfL7W/bxO/13z34DLJanYUaxLsy/V0B5DVewo1vTC6UpNStU/xv1DkvS/K/7ntf6uql068bET9aff/MlnW1/t+EpnPnNmwPsa8O8Bfss/m/aZenbq6VUWzn10vy727Nuj/579X3U/uLvW/LTG77o3vnejauprmtyeJP346496+/u39cDpD+iBLx7QMd2O0eXDLtfBHQ/WpYWX6rKhl+ncgec2uY1w7uPGso2at3Kenv/2eVXsq9DUo6d6LS+rKlNiQqK+u/w7JSQkSJJSOqQE3N6t79+qwYcN1h+P+qOnrHxvud754R3NOWlOk3VpKJz7WFZVpoy0DH0w9QNP2UHJB/ldN5jn8ZZRt8iUZJJzr1OO6xz6dd+vfl+jT655Uu9tfk+fXfKZn624bL56c5P3FazyveUa9+Q4ndz/ZC04fYFeK3lNU1+dqsPTD9fxPY8PeLuf9/zs90fDoh1Fmrdyngo3FKqqtsprWcXeCk1+ebL+fdq/1d/SX5Ofm6xHvnpEV//2au2r26fL3rhMC05boJSkwK+TaEKQBgAAUeupPzylXhbXl+HBhw2Wc69Tk1+erMqaSpmTzbpz5Z2anjNdk4dMliQtPnOxsh7I0oebP9RJfU/SVcdd5bm9JD1x1hPK+FeGPt36qU4ZcIpG9h6pkb1HepbfOvJWnbfkPDmrnbKYLKqqrdJjXz+mW0beoo/sH6m0vNSrfm/87w195/hO71z4jg496FBld8/Wu5ve1QNfPOAJ0g8XPayxfcdq0uBJunrZ1T77eO+p93quD+k2RM+se0bLf1juN0jf/cndOv3w03X18a7tPPL7R9Ttn920ZP0SXXTMRT7rH9zxYB3c8WBJUscOHXVQx4NkNVs9y9NS0pSUmORV5s+i1Ys0dchU7a7eree+fc7vOoZhKPeNXJ2ddbaWrF8ScFt5x+Z57e9HWz7S8h+W6x9yBekBXb2DxS3v3aKcHjka13+cz7aO6X6Mts10tSY+9tVj2lOzJ+D9HpR8kN/HKNR9vGLZFc3u46NfPaq1P63VD1f9oM6mzpKkQYcN8llv+ffL9fm2zzWsx7CA23J74usndPrhp3tezz079dQx3Y+RJHVN7ao6w/dHmsbC+Ty+88M7+qXyF624aIWOefAYn+VlVWXqbOqsw9MPb7ZekmR32tUjzbvHxuNfP669dXuV/ZBva/5ByQfp1xt/9SkP5z6WVZXpsIMP83lNNhbs87ivbp+uHX5tk+u8v+l9/e3dv2nF1BWymCySXK3Phgz9vOdnZfwrQ+P6jdOD4x9Uv3/3UxdTF6/b76repdKZpf427dfjXz+uuvo6LT5zsTp26KjBhw1W4YZCLfxyYZNBOv+tfJ0y4BSfx++l4peUkpSiwgsKNfa/Y72Wfef4Tv269NMFgy5QTU2NTup6kkp2lkiS7v74bg3pNsTvcR6t6NoNAACiVsMQLEmmJJPqjXpJ0u7q3frqx6+8AueR1iPV/eDunnMN/d1eUsDQUWfUyZRk0kEdXa1OB3c8WMWXF2ta9jQlKMFn/fc3va/s7tk69KBDPWVj+o7R59s+95zf+MYFb+iOsXd4Am1z6urrlJ6a7nfZ+5vf12kD9u9vZ1NnZXfP9jq3MhzOe+E8nf3c2Z7/v/zLl7p2+LVK7pAc8DaLvlykyppK5Q7NDem+6ow6pZv97++uql3696p/67ZRtzW7nRvevUHdDu6mo7sd7XPpdnA33fDuDV7rt2Qfl+1cpsra5vfxsa8f0yXHXOIJ0f7s2bdHM96YoXtPvTdgTwC3XVW7dPcnd2tC5gS/yw9KPshvd9jWfB6n50zXq396VUd3O9rv8rKqsmZ/oGlKbX2t/vXpv3TagNNk3GZ4Lr/t9Vu9+qdXPSG6NfcxmH0I9nncXrFd/f/dXx9t+Ujfl30v611W9bm3j8/9TVwyUc+c84z6d+3vtezdC9/VcRnH6ak/PCVJMmQoNSlV6y5b53Vp+D517OJjlb8sv8n6v7/5fY3pO0YdO3T0lI3pO6bJ95Q3//emPtz8od/jcs5Jc/Tk2U+qX5d+Pst6pPXQ/8r+pxJHiapqqvR1+dc60nqkNu3apH+v+rfmnzK/ybpGG1qkAQBATDAMQ4989YiOyzhO5mSzShyuloy+nft6rWez2AKe87h49WKlJqX6tLTU1ddpzU9rNGfFHF3722uVlBjcV6Qfdv+gvl18739v3V45Kh065KBDPN1am+OsdmrBqgVy7nX6bTndVbVLu6t3+9/fiqbPYw1V4y/Bze1DiaNEf3v3b1o+ebkqayqDuo+9tXv11vdv6blvn9Oz5zzrd50HVz+ojLQMndz/5KC2ef071ys50TdA+etyG/I+7izRk9uf1PILl2ufsS/gerX1tVq9Y7UmDpyo3z/ze620r1S/Lv10x5g7dMqAUzzrXbXsKg08ZKDOOvIs3fvZvU3e9+0f3q6dVTvVIbGD3+UHdzzYb2t8az6PzW1rZ+VO/W/n/5R6R6oy0jL0u36/05yT5uiQgw5p8nZuT699Wruqd2nT7k1e5dsrtisjLcPzf2vu487KnXrnh3d00N8Pks1i04TMCbp55M1eP4oF+zz2SOuhG0fcqFMKTtGdY+9UdvdsFV5QqLkr5nrW6ZraVV/85Qv17ty7yXq52Z12HbngSK+yn/b85Lmeac30G2gb+mHXDzp9wOleZU29hzoqHbr4tYv1wOkP+P1xsKnHP6NThmYeP1NH/ecoGYahY9KO0SVHX6LzXzlffxv+N58eCdGOIA0AAKJeTV2NLnvjMr2/6X2tuGiFJNdgTpLveb3mZLP21vm2zj1c9LBueu8m3Xfqfeqa2tVT/pfX/qJHv35U9Ua9Jg+erL+N8D8qsj+/7vtV1lTvFit3ffzVwZ8tu7foiAVHaF/dPnU7uJv+e9Z//X6hbGp/HZUOn/U/2/aZTnjkBK+yV0teVf5bvi1UCbfv//K76apNmve7eUHVXZKqa6t1/ovn6+rjrtaxGcfqg80fNHubzAWZ2rBzgzp26Kg7x97pFTDd6o16Pbj6Qc08fmZQ9cjpkaOHz3xY3dO6+yzbUbFDF73q/eNEqPs4+ZXJOvOQMzWsxzB9XPpxwHV3Vu7Uvrp9un/V/bphxA26eeTNemj1QzrzmTO17rJ1OiL9CD237jm9vuF1fTPjm4DbcStxlGhx0WJld/fu3jz7w9meEObupXHlm1d6ln9/5fet/jw2ZcKRE3R8z+OVmJCoNT+t0S3v36Kvf/xaH1/8ccAfBBqqra/VvafcqyvevEI7K3cq3ZyusqoylZaX6kjr/vDYmvs4Y+gMnT/ofBmGoU+3fapb379VG8s2asl5ru7MoTyPkpQ7LFeJCYmymCxKN6erY4eOmn3SbF2x9Ap99eNXml44XWkdvcc6eHniy363lZiQqAlHTtAL577gVf77Z37vuf7k2c0PGvbrvl/9v4f66eFgGIamvjJVJ/c/WX/I+oM2797c7PYbu2XULbr6+KtVUVWhLz78Qsu+Xya7064LBl2gPz7/R3227TMN7TFUD//+4QPq0dAWCNIAACCqbSvfpolLJuqHXT/ovSnvaWiPoZLkGZBmX51362B1bbXXF8Pq2mpd+eaVemLNE/rPGf/RpTmXeq0/+6TZuuK4K7Rp1ybN/2y+ch7K0efTPlenlE7N1i2lQ4r21fvevxR44K7GeqT10JoZa1RWVaYVW1borOfO0j0n36MZQ2d431eQ++s2tMdQ/XLtL57/z3/xfJ024DRdOORCT1njwcYkef3IEIxpr02TxWTRraNuDfo2Sy9Yql3Vu7T2p7WavWK2vtz+pZ4+52mvdZZtXKbtFds9578H8vb3b+vRrx5VWsc0vz8SuHU2ddaflvxJU4ZM8Xv+eVOmvTZNlhSLzutyXrPr1tbXSpIuHHKhLsl2jTSe3T1bb/zvDT277llNyJygv7z+F7143os67ODDmt3ez3t+1s0n3uw5l9Tt1lG3atboWZKk+Z/O18ayjXrgjAdC2q+GWvI8NqVnp56eAd2O6X6M+nfpr5GPj1TRjiINy2j+nPCLj7lY/bv01wvrX9BrJa/pomMu0js/vKPs7tmeUy9CFeo+NuxendMjR5YUiy585UL9sucXba/YHtLz6DZ96HQ9UvSIupr2H2cn9DpBb/zvDY3oNUK/VP6iXyp/0Sn9XT8uuU9HaeyqN6/S2p/W+rRIS65xBeaM8R6gbfaHszX7w9me/28ddatuHXWr6z0syPeUm9+7Wd/v+l7P/tF/D5JgpaWkyZRo0t76vbrunev01B+e0nXvXKfjMo7Ts398Vtcvv163vX/bAb2e2wJBGgAARK0NOzfopCdO0qBDB2nNjDVe5yK7u3duLd/q9YV3a/lWz0BfVTVVOqXgFO34dYc+veRTn1Y9Seqe1l3d07pr8GGDdXL/k9X1rq56dt2zPoHbn4y0DP2vzHuU6a3OrbKkWIIOpMkdkj0tbL/t9VtV1VRp9oezfYK01WxVSocUbS3f6n1/5VuV0z3HZ7uNBxHbs2+Penbq2aLBxgLZsnuLnlr7lJITk3XQ313hxt06OuDfAzR58GQt/v1in9u5n6+hPYaqT+c+GvPfMZo1epaOSD/Cs84L61/Q2L5jmzzPWHK9Rqpqq3TDiBuaXE+S7vr4LpXsLAkpSDfcx0+2fqLEdYlN7mO6OV2JCYleA1QlJSapX5d++unXn3Tv5/fq132/eo02vq9un1baV6rgmwKV5JV4de0dbhuu4bbhuvjViwPW0Wax6e0f3g56n5rax1Cex1C4j70tzi1NBumvf/xaFfsqJLm6CU8aPEn//OSfmnr0VD1c9LAuGHRBi+4/HPvYcB8e+OKBkJ5Ht4VfLNQvlb/ouW+f0zPrnpHVbNWGKzboodUPafKQyao36jVv5bxme8ZsLd+qZ//4rI7udrTmrpirnp16aurRU7Vs4zK/A6hdNuwyz/uiJM8xn9Epw/c9xbnVb5fwv6/8u+v94i7XbQ25xoEY+9+xGtV7lN6eHNpr8Nkfn9VJfU7ScNtwnf3c2Vpw2gIlJSbp4mMu1p9f+nNI24oEgjQAAIhaF7x4gU7oeYKeP/d5JSZ4j5Ga0SlDfTr30fLvl2t0n9GSXKFqW/k2je3rGi32lvdv0faK7Vr1l1VBBduEhAQlJiT6nabKnxG2EXpq7VOeUb4l6d1N72psv7HN3DKwpMQkv4OhJSYk6oReJ2j5D8s9Uw05q536cvuXuu631zW5TcMwVLKzpNnzJUPVI62Hii8v9ipbVbpKU16ZorcmveUVjANxn4/e8DGvq6/T6yWv6+9j/x5UPQ4xH6Ljex6vWR/M0tNrn/YaOGlf3T5NHDhRc8bM8fohJljufaypqdGKFSs0cuRIffXzVwH30ZRk8gwA5w59++r2aWPZRp131Hk6b+B5un749V63ufDlC9W7c2/NOWmOT7f+xq97fwYdNshrfvSW7mNDoT6PzVlVukqS76jsbuV7y3XvZ/fq5z0/e7WQnjfwPN3+4e268JUL9dWPX+n5c59v0f2HYx9Xla5SYkKi+nbuq7+P+XtIz6MkVdZU6splV8p+tV23jrpV/9v5P523xLuXw9Hdjtaq0lWemQkaMwzDcx7yR1s+0rbybSrZWaKdlTtVuKFQRTuK/Nbdarb6/cFsRK8ReuSrR1RXX+fpcv/upnc976ENNX78SstL9bsnf6fHJjymEbYRfu83kPW/rNcHZR/o2wu+leRqBXePZVBZU9nkYHHRgiANAACi0oadG7R6x2r9bcTf9MOuH7yWHWI+RBaTRTOPn6kb3r1BR3c7Wn279FX+W/kaf8R4z1RDT699Wn8e9GeVVZWprKrMc/uDOx6sbgd30y3v3aLD0w/XkMOGyLnXqXkr5yk1KVV/yPpDUHU8d+C5uvn9m3XRqxfptlG36fPSz/Vi8YtaMXVFULcv/qVYC79cqLOPPFvp5nR9svUT3fXJXbrquKskuYLyGU+fobvH3a0Tep2gmcfP1NnPna2RtpE6vufxuv3D25WZnqnTDz+9yft5+/u3VVtfq8GHDQ6qXje842rdvfN3dza5XsPWdLcff/1RkqvVuXtad31f9r0mvTxJBWcXqH/X/pr88mRNHDhRfTr30cayjbr+nes1wjZCWYdkebax9ue12lm102fe7ubsrt6tK4+70muKrUVfLtK6n9cd8D7W1NToB9MPOtJ6pHbu3dnkPl5zwjWa8soUHXXIURrWY5ju/fxeGYahC4dcqC6pXXzO4zYnm2VJsfg8lsF4b9N7yumeo7r6Oq39aa0GHTZIL65/Ucf1PE4PrHogpH1sqLnnsTn//OSf6pHWQ7859Dda/8t6Xbf8Op024LSAo3x/+8u3OiL9CL035T0du/hYT3lSYpLmnjRX5y05T38b/jefHgqt+Vq96d2bNCxjmPp16afPt32u69+5XtNzpntGmQ/1efyi9AvZLDbP7Zx7nT4DdpmTzRrZe6Se+PoJ5Q7zHlV8b91eTS+crmt+e41eK3lNX/34lUorSrVl9xaVVZUpJSlFm3Zv8pxnPeWVKRrWY5jX8dDYtOxpuufTe5S3NE+XH3u5Xi5+WWt/XqtnznlGkms6q4dWP6Slf17qs1/ubuc2i002iy3gffhz5VtX6vzu53vC/QjbCN307k26NOdSzVkxRyf3C26AwUgiSAMAgKjk/pJ77gvn+iy7/7T7lXdsnvKOzdMvlb/osqWXqbq2WhMyJ2jB6Qu8tvHPT/+pf376T6/bn5N1jpact0R9OvfR3z/6u7Y4t6iLqYtG9h6pTy/5NOhzHs3JZr355zf1l9f/omMfPlZ9O/fVM+c8o+N6HhfU7dPN6dq0e5POfeFcVdVWaUDXAbp73N2anjNdkqtlpthRrF8qXec6n5l5pu479T7NXjFbu6p2aUzfMSq8oLDJwZt2VOzQjDdm6LKhl3m11Dbl+13fB7VeMJx7nSr+pVjOvU5JUueUzppROEOOSocyOmXonKxzdNOJN3ndZvX21TInm3VE+hHKLczVwvELg76/uSvmasGq/a+BqtoqTRw40We91tzHib+ZqJ1VO3Xnyjv1468/6tiMY/XWpLfUJbVLM1sKTl19nexOu855/hx9vu1zfXLJJ5o4cKLmfzZfj054VIuLFqtTSqdW3cfmmJPNum75dXJUOmSz2HThkAt188ibA67/zuR31LNTT59Rnz/b9plmvj1T448Yr/tX3S9TkknXj7jeE+Jacx8TEhI0vXC6yveWq1+Xfrpl5C268rgrm9lKYB9v/VjDew33/L+rapfPPNCl5aW66OiLNOnlSRp/xHj1svTydJlO6ZCiDVdskCS9VvKarjzuyia7dhf/UqxDzU33wsjolKHXz39deW/m6dGvH9XAQwZq6QVLPd3St1dsV7GjWDV1NZ5xGg7Uf9f8V9W11Rp3yP45oxecvkCTXpqkUY+P0vgjxuvGE28My321pgTDPclhjCkvL5fFYpHT6VSnTs0PBgKg9dXU1Gjp0qU6/fTTlZwc/V1ygFjG8YZgfLj5Q01+ebIyrZl644I3fIL0s+ue1b2f3avPpoV3Hupw+v0zv9dr578WcPmCVQv09Y9f6+HfP6yl/1uq9NR0rx8yNu/erE27NqlP5z7680t/1sXHXKxp2dNCrkekj7mpr0zV7/r9TpMGT9KIR0fo89LPdfVxV8uUZNLAQwfqRNuJOuo/R+mvJ/xVi75cpE8u+UR9Ovdp83qGQ89/9dRr57+mZ9c9qwWrFugfv/uHrjjuCn1R+oUmLpmovXV7dcWxV+iKY69o8cBjkTDmiTE6b+B5Oveoc2XI0OwPZyulQ4ruPvluHfXAUeqR1kNFO4r03pT39HCR6/X84dQP1cvSSxvLNmraa9P0wdQPJEnjnx6vb3/5VikdUrSzaqeSEpNkSbFoT80endL/FD38+4cju7PNCMfxFOk8SIs0AABAHKqrr/N0db/31HuDbo2OZf66uO/Zt0cXvHSB6urrdHj64ZqQOSECNQuvc7LO0fxT5mtYxjDtrNypUwpO0dAeQ/XieS/q4lcvVv+u/WM2RLs9ueZJfbH9C33xly808NCBkqRhGcNUfHmx/vPFf/TBlg907W+vjXAtg1dXX6diR7FO6HmCbn3/Vi1avUhZ1iwVXlAoZ7VTFfsqNLzXcL1w7gvqktpF9516n4YcNkQZnVyDKiYowavnSYfEDnpl4isa0m2I1/0EGmwM4UeLNICwifSv9UB7wvGGYFTXVgecPidWNNci3Vai+ZhrOABVvHBHlHjar5q6GiUlJvndp311+9rFj11utEgDAAAgasV6iEZw4ilsusXjPjU1EnV7CtHxovnx9AEAAAAAgAdBGgAAAACAEBCkAQAAAAAIAUEaAAAAAIAQEKQBAAAAAAgBQRoAAAAAgBAQpAEAAAAACAFBGgAAAACAEBCkAQAAAAAIAUEaAAAAQOTl5ka6BkDQCNIAAAAAIq+0NNI1AIJGkAYAAAAAIAQEaQAAAAAAQkCQBgAAAAAgBARpAAAAAABCQJAGAAAAACAEBGkAAAAAAEJAkAYAAAAAIAQEaQAAAAAAQkCQBgAAAAAgBARpAAAAAABCkBTpCgAAAAAN2Z12OSodkiRntVNFO4pkNVtls9giXDMAcCFIAwAAIGrYnXZlLshUdW21pyznoRyZkkwqySshTAOICnTtBgAAQNRwVDq8QrRbdW21p5UaACKNIA0AAAAAQAgI0gAAAAAAhIAgDQAAAABACAjSAAAAAACEgCANAAAAAEAICNIAAAAAAISAIA0AAAAAQAgI0gAAAAAAhIAgDQAAAABACFoUpNesWaPs7GytXLnSU/bee+8pISHB6zJ+/PiA27DZbD7rOxyOllQHAAAAAIA2kxTKykVFRZo3b54KCwtVVVXltaysrEwZGRn64IMPPGUHHXRQwG2VlZXpqaee0rHHHusp69q1ayjVAQAAAACgzYUUpF966SWlpKSosLBQY8eO9VpWVlamww47TAMGDGh2O/v27dOePXs0aNCgoNYHAAAAACBahBSk58yZo4SEBG3evNlnWVlZmaxWa1DbKSsrk6Sg1wcAAAAAIFqEFKQTEhICLtu5c6feeecdHXTQQbLZbJowYYJuvvlmHXzwwX7XlaS+ffsqPT1dOTk5mjt3rgYPHhxw+3v37tXevXs9/5eXl0uSampqVFNTE8puAGgl7mORYxJofRxviFf1dfVKTUwNuCxSr3mOudbXob5edTy+7UI4jqdIH4sJhmEYod5o8+bN6tu3rz766CONGDFCkvT999/L6XTKMAx9+umnuvXWWzVmzBgtWbLE5/YVFRVav369zGazNm/erHnz5mn9+vVau3atevbs6fc+Z82apdtvv92n/Omnn5bZbA51FwAAAABEkWPvuEOrbrop0tVAjKisrNQFF1wgp9OpTp06tfn9hy1IN/bkk0/qwgsv1M8//6xDDjmkye1VVFTIZrPpxhtv1LXXXut3HX8t0r169ZLD4YjIAwfAV01NjZYvX65x48YpOTk50tUB4hrHG+LVmp/WaORjI/0uW3HRCg05bEgb18iFY671dTj7bNW9/HKkq4E2EI7jqby8XFarNWJBOqSu3aHIzs6WJG3ZsqXZIJ2WlqYBAwZoy5YtAddJSUlRSkqKT3lycjJvZkCU4bgE2g7HG+JNYodEVdVXBVwW6dc7x1wrSkxUYhge29zCXC0cvzAMFUJrO5DjKdLHYYvmkQ7GqlWrlJiYqL59+za77u7du7VhwwZG8AYAAABwQEorSiNdBbQDYWuRvummmzRs2DD169dPn3/+ua6//npNnz5d6enpkqQpU6Zo2LBhysvL0xtvvKGSkhKNHj1au3bt0qxZs5SWlqYpU6aEqzoAAAAAALSKsAXphIQETZ8+XeXl5erXr59uueUWXXnllZ7lxcXFOvTQQyVJnTt31uLFi3XTTTcpPT1do0eP1nPPPacuXbqEqzoAAAAAALSKFgXpPn36qPEYZXPnztXcuXMD3mbVqlWe68OHD1dxcXFL7hoAAABArLDbJYfDu8xqlWw233WcTqmoyP86QJRptcHGAAAAALRjdruUlSVVVnqXm81ScbErKDdeJyfHdx0gCrXaYGMAAAAA2jGHwxWQCwqk1atdl4ICV5m7lTqYdYAoRIs0AAAAgNaTlSX9/9S4B7QOEEVokQYAAAAAIAQEaQAAAAAAQkCQBgAAAAAgBARpAAAAAABCQJAGAAAAACAEBGkAAAAAAEJAkAYAAAAQE3ILcyNdBUASQRoAAABAjCitKI10FQBJBGkAAAAAAEJCkAYAAAAAIAQEaQAAAAAAQkCQBgAAAAAgBARpAAAAAABCQJAGAAAAACAEBGkAAAAAAEJAkAYAAAAAIARJka4AAAAAAARid9rlqHRIkpzVThXtKJIkWc1W2Sy2SFYN7RhBGgAAAEBUsjvtylyQqeraak9ZzkM5kiRTkkkleSUtCtO5hblaOH5h2OqJ9oeu3QAAAACikqPS4RWiG6qurfa0VIeqtKL0QKoFEKQBAAAAAAgFXbsBAAAARFZxsf/rQJQiSAMAAACIDKtVMpulSZO8y81m1zK1rOs20Nro2g0AAAAgMmw2Vwv06tXSyJGuv6tXu8psjMiN6EWLNAAAAIDIsdlcF4tFys6OdG2AoNAiDQAAAABACAjSAAAACL/c3EjXAHHAarbKlGTyu8yUZJLVbG3jGgEudO0GAABA+JUyTy8OnM1iU0leiWe+6Pxl+Zp/6nxJrpBts3AeNSKDIA0AAAAgatksNk9gtpgsyu7OedSIPLp2AwAAAAAQAoI0AAAAAAAhIEgDAAAAABACgjQAAAAAACFgsDEAAAAAcc/utHtG/3ZWO1W0o4iRv9FiBGkAAAAAcc3utCtzQaaqa6s9ZTkP5ciUZFJJXglhGiGjazcAAACAuOaodHiFaLfq2mpPKzUQCoI0AAAAIiM3N9I1AIAWIUgDAAAgMkpLI10DAGgRgjQAAAAAACEgSAMAAABAa+D0hbhFkAYAAACA1sDpC3GLIA0AAAAAQAgI0gAAAIhruYV0r0UUo/t3TEqKdAUAAACA1lRaQffaeGd32j3zQTurnSraUSSr2SqbxRbhmgWB7t8xiSANAAAAIGbZnXZlLshUdW21pyznoRyZkkwqySuJjTCNmEPXbgAAAAAxy1Hp8ArRbtW11Z5WaiDcCNIAAAAAAISAIA0AAAAAQAgI0gAAAAAAhIAgDQAAACBmWc1WmZJMPuWmJJOsZmvQ6wChYNRuAAAAADHLZrGpJK/EM7BY/rJ8zT91vtf0V8GsA4SCIA0AAAAgptksNk8gtpgsyu6e3aJ1gGDRtRsAAAAAgBAQpAEAAAAACAFBGgAAAEDkZWREugZA0AjSAAAAACJv4cJI1wAIGkEaAAAAAIAQEKQBAAAAAAgBQRoAAAAAgBAwjzQAAAAAhIvdLjkcrutOp1RU5LputUo2W+TqhbAiSAMAAABAONjtUlaWVFm5vywnx/XXbJaKiwnTcYIgDQAAgLbjr7WOljrEC4fDFaILClyB2q24WJo0ybWc13pcIEgDAACgbQRqraOlDmGUkRYF81FnZUnZ2ZGuBVoRg40BAACgbTRsrVu92nUpKHCVuVupgQO0cDzzUaP10SINAACAtkVrHYAYR4s0AAAAAAAhaFGQXrNmjbKzs7Vy5UpP2XvvvaeEhASvy/jx4wNuY926dRo5cqRSU1PVr18/Pfnkky2pCgAAAAAAbSqkrt1FRUWaN2+eCgsLVVVV5bWsrKxMGRkZ+uCDDzxlBx10kN/tlJeXa9y4cTr55JO1YMECvfbaa5o6daoOP/xwHX/88aHvBQAAAAAAbSSkIP3SSy8pJSVFhYWFGjt2rNeysrIyHXbYYRowYECz23n88cdVV1enxYsXq2PHjho8eLAKCwu1cOFCgjQAAAAAIKqFFKTnzJmjhIQEbd682WdZWVmZrFZrUNt5//33NWbMGHXs2NFTNmbMGL344ouhVAcAAAAAgDYXUpBOSEgIuGznzp165513dNBBB8lms2nChAm6+eabdfDBB/us+8MPP+j000/3KrPZbNq2bVvA7e/du1d79+71/F9eXi5JqqmpUU1NTSi7AaCVuI9Fjkmg9XG8Idp1qK9XXePXZ329lJrq+ute1qisvq5eqYmpfrdZX1ffotd8vdGy2zXEMdcCQTzfIW8yDM9lOLfju+EA+9fEfvs9VuJcOI6nSB+LYZv+asaMGTr//PNlGIY+/fRT3Xrrrdq4caOWLFnis+6vv/4qs9nsVWY2m72CcmN33nmnbr/9dp/yt99+22dbACJr+fLlka4C0G5wvCFaHfvzz1q1dKnvgmeekUpLXZcAZc8MfsbvNktXl6pUpX6XNeXnn37WUn91aQGOuRAF8XyHIlzPZThfEz4C7V+A8oDHSjtwIMdTZWVlGGsSurAF6f79+3uu5+TkyGKx6MILL9Qvv/yiQw45xGvdlJQU7du3z6usurq6yUB8ww03aObMmZ7/y8vL1atXL5188snq1KlTmPYCwIGoqanR8uXLNW7cOCUnJ0e6OkBc43hDtOuweLFPD0StWSONHCmtWCENGeK3bM1PazTysZF+t7niohUactiQkOuy+AU/dQkRx1wLBPF8hyocz2U4t+Mj0P41sd9+j5U4F47jyd1DOVLCFqQby87OliRt2bLFJ0hnZGRo69atXmVbt25Vv379Am4vJSVFKSkpPuXJycm8mQFRhuMSaDscb4haiYlKbPzaTEyUqqpcf93LGpUldkhUVX2V7/YkJXZIbNHrPTGhZbfzh2MuBEE83yFvMkzPZThfE94bDrB/Te23v2OlnTiQ4ynSx2GL5pEOxqpVq5SYmKi+ffv6LBsxYoTee+891dXVecreffddn5HAAQAAAKCt5RbmRroKiHJhC9I33XSTXnnlFX3zzTdavHix/vrXv2r69OlKT0+XJE2ZMkULFiyQJE2bNk27d+9WXl6e1q1bpzlz5mjt2rW68sorw1UdAAAAAGiR0orQz99G+xK2rt0JCQmaPn26ysvL1a9fP91yyy1ewbi4uFiHHnqoJFfX7tdff115eXl69NFHNXDgQC1dulS9e/cOV3UAAAAAAGgVLQrSffr0kWEYXmVz587V3LlzA95m1apVXv+PGjVKa9eubcndAwAAAAAQMa12jjQAAAAAAPGIIA0AAAAAUYzBz6JPq01/BQAAgHbGbpccDtd1p1MqKnJdt1olmy1y9QJiHIOfRR+CNAAAAA6c3S5lZUmVlfvLcnJcf81mqbg4MvUCgFZAkAYAAMCBczhcIbqgwBWo3YqLpUmT9rdUN8NqtsqUZFJ1bbVXuSnJJKvZGs4aA0CLEaQBAAAQPllZUnZ2i29us9hUklciR6UreOcvy9f8U+fLarbKZqF7OOIEp0HEPII0AAAAoorNYvOEZovJouzuLQ/miC8ZaRmRrsKBC+Y0CMJ01CNIAwAAAIgJC8cvjHQVDlwwp0HYbLI77Z6eGc5qp4p2FNEzI4oQpAEAAABA8oRXd3CV1HrhtYnTIOxOuzIXZHqNFZDzUI5MSSaV5JUQpqMAQRoAAABAu+Kvi3jj8JrzkKu7dSTCq6PS4TPgniRV11bLUekgSEeBxEhXAAAAAADakr8u4s2FV6AhgjQAAAAAACEgSAMAAKDdyy3MjXQVIiO3ne43cIAI0gAAAGj3SitKI12FyChtp/sNHCCCNAAAAAAAISBIAwAAAAAQAoI0AAAAAAAhIEgDAAAAQKgYqK1dI0gDAAAAQKgYqK1dS4p0BQAAAAAgZtjtksMhOZ1SUZGrzGqVbLbI1gttiiANAAAAAMGw26WsLKmy0vV/To7rr9ksFRdHrl5ocwRpAAAAAAiGw+EK0QUFrkAtuQL0pEmuZWg3CNIAAAAAEIqsLCk7O9K1QAQx2BgAAAAAACGgRRoAAABxye60y1HpkLPaqaIdrkGhrGarbBYGhQJwYAjSAAAAiDt2p12ZCzJVXVstScp5yDUolCnJpJK8EsI0gANC124AAADEHUelwxOiG6qurZajkkGhABwYgjQAAAAQhEVbF0W6CgCiBEEaAAAACMLOmp2RrgKAKME50gAAAADQ1oqLm/4fUY0gDQAAgJiVW5irheMXRroaQPCsVslsliZN8l1mNruWi/P4ox1BGgAAADGrtKI00lVAe9Sw9TjUlmSbzXUbh5+wbLW6lu8gSEc7gjQAAAAQLrm50kJayONWoNZkd0uyv3Dsj83muiBmMdgYAAAAEC6ltJDHNXdr8urV0siRrr+rV7vK4iEY5+ZGugYxgxZpAAAAAAiWuzXZYpGysyNdm/Dih6Cg0SINAAAAAEAICNIAAAAAAISAIA0AAAAAQAgI0gAAAAAAhIAgDQAAAABACBi1GwAAADHH7rTLUemQs9qpoh1FkiSr2SqbJQ6mIAIQ9QjSAAAAiCl2p12ZCzJVXVstScp5KEeSZEoyqSSvhDANoNXRtRsAAAAxxVHp8ITohqprq+WodESgRgDaG1qkAQAAgANht0uO/w/wTqdUVCRZrZKNlvF2q7i46f8R8wjSAAAAiFoZaRmRrkLT7HYpK0uqrNxflpMjmc2u8ESYbl+sVtdzP2mS7zKz2bUccYEgDQAAgKi1cPzCSFehaQ6HK0QXFLgCteQK0JMmuZYRpNsXm831/Lt7KOTnS/Pnu67TSyGuEKQBAACAA5WVJWVnR7oWiAY22/7AbLFEz+siN1daGOU/TMUQBhsDAAAAgHhXWhrpGsQVgjQAAAAAACEgSAMAAAAAEALOkQYAAED4MO0PgHaAIA0AAIADF8y0P+6RjAE0yWq2ypRkUnVttVe5Kckkqzk+ptAavGiRdPrpka5GixGkAQAAcOCCmfaHIA0ExWaxqSSvRI5K1zGTvyxf80+dL6vZKpslPqbQMu3cGekqHBCCNAAAAMIjWqf9AWKQzWLzhGaLyaLs7hxP0YTBxgAAAAAACAFBGgAAAACAENC1GwAAAABwYOx2/+MguMdIiDMEaQAAAABAy9ntUlaWVFnpu8xsdg1EGGdhmiANAAAAAGg5h8MVogsKXIHarbjYNSWew0GQBgAAAADAR1ZWuxmtn8HGAAAAEFOsZqtMSSafclOSSVazNQI1Ck1uYW6kq4AYk5GW0ew6vK7aFi3SAAAAaFvFxf6vB8lmsakkr0SOSofyl+Vr/qnzJbkCtnve3WhWWlEa6Sogxiwcv7DZdXhdtS2CNAAAANqG1eoaeGjSJO9ys9m1LAQ2i002i00Wk0XZ3dtHV1IA0YOu3QAAAGgbNpurBXr1atdl5EjX3zgc0RdAfKNFGgAAAG3HZtsfmi2WdjMwEdAa7E67HJWuuZud1U4V7SiKmVMcYh1BGgAAAEC75x7Errq22qs8WgexszvtylyQ6VXfnIdyZEoyqSSvhDDdygjSAAAAQCuj5TD6xdogdo5Kh0/ol6Tq2mo5Kh1RWWfZ7a45pevrXf+vWSMdemhMntpBkAYAAABaUay3HOYW5gY1anQ8YBC7VmS3u+aZrqyUUlNVPWqUa5yEhISYHCehRYONrVmzRtnZ2Vq5cqXf5R999JESEhI0d+7cgNuw2WxKSEjwujgcjpZUBwAAAIhazbUcRrv2OK1SMPM2I0QOhytEFxRIK1bomxkzpMWLXWUxmANDapEuKirSvHnzVFhYqKqqKr/rGIah6667rtltlZWV6amnntKxxx7rKevatWso1QEAAACAsGsvLfARkZUlDRoklZZKmZmRrk2LhRSkX3rpJaWkpKiwsFBjx471u87DDz+s+vp62Zpomt+3b5/27NmjQYMGacCAAaHVGAAAAACACAopSM+ZM0cJCQnavHmz3+U7duzQDTfcoLfeekvnnHNOwO2UlZVJkqzW6Bv9DgAAAACApoQUpBMSEgIuMwxDU6ZM0QUXXKCcnJwmt7Nz505JUt++fZWenq6cnBzNnTtXgwcPDnibvXv3au/evZ7/y8vLJUk1NTWqqakJZTcAtBL3scgxCbQ+jjdEuw719apr5vUZzDrNqTfq/R4H9XX1Sk1M9X+bOtdttpVv084q1/fS3dW79eW2LyVJ6anp6tmpp9dtAh5z9fVSaqrrr3tZo7Jg6hIpwTwHgR7jZgXx2MSytnqNBxLq66pV6xvoeW1YLnmue46nA3g9RPrzL2yjdt91113aunWrXn311WbXtdls+uyzz2Q2m7V582bNmzdPo0aN0tq1a9WzZ0+/t7nzzjt1++23+5S//fbbMpvNB1x/AOGzfPnySFcB7dDgRYtcA5e0MxxvCLdwHUvH/vyzVi1desDrNOfnn37W0gDbeGbwM5KkRVsXaUav/ftUurpUpfIeQOugPQepdLWrrFSl+kbf+N2m32PumWdc53uWlgYsc9elMX91aUvBPAdNPcbNCuKxiVXBPHaD6+r0zQG+xpsSyusqXMdkwPeIQM+ru9zPOst37Gjx66GysjKk9cMtwTAMI9Qbbd68WX379tVHH32kESNG6K233tIf//hHffLJJxo0aJAkqU+fPpo2bZpuvvnmZrdXUVEhm82mG2+8Uddee63fdfy1SPfq1UsOh0OdOnUKdRcAtIKamhotX75c48aNU3JycqSrg3amw9lnq+7llyNdjTbD8YbWEq5jKZjthOO+zn7hbL18rv9tuFucZy6fqX+N+5ek/a3Na35ao5GPjQy43RUXrdCQw4Z4/q+pqdHoB0frg+kfeB9za9a4pvBZsUIaMsRvWVP31fh+2lowz0FTj3GTgnhsYlmkP3eCfl1t2ybt3KkOM2eq7l+u40Dp6ZKfBswWH7eBnteG5ZLnes1RR7k+w7p3V/Lo0S16PZSXl8tqtcrpdEYkD4alRXrevHmqrKzUsGHDPGV79+7V7bffrrlz56q62ne4/4bS0tI0YMAAbdmyJeA6KSkpSklJ8SlPTk7mCwQQZTguERGJiUpsh687jjeEXbiOpWC2E4b7SkxIDHgM9E3vq77qq86mzhrac6j37Tokqqre/yw07uX+tutzzCUmSlVVrr/u8kZlTd1XoPtpM0E8B009xs1tu7nHJqZF+HMnqNeV3S795jeuKaYkJbrzmtnsf+7mlh63gZ7XhuWSzzrJiYlKbuHrIdKffS2aR7qxJ554Qt9++62+/vprz6VHjx66/PLL9fXXXzd7+927d2vDhg2M4A0AAACES25upGuASGs4d/Pq1a5LQUHMzt0cTcLSIu1vqqvk5GRZrVYdeeSRkqQpU6Zo2LBhysvL0xtvvKGSkhKNHj1au3bt0qxZs5SWlqYpU6aEozoAAAAAYvwcZIRRVpaUnR3pWsSVsLRIB6O4uNjTdbtz585avHixhg8frilTpqh3795atWqVunTp0lbVAQAAAKITLclA1GtRi3SfPn3U3BhljeeaXrVqlef68OHDVVxc3JK7BgAAAOIbLcmIVY0zXhxnvrBNfwUAAABEo4y0jEhXAYhvVqtrALNJk3yXmc2u5XF2TjZBGgAAAJGR0TYBd+H4hW1yP0C7ZbO5Wp/dYTk/X5o/33XdanUtJ0gDAAAAYbCQgAvEDZtt/3RaFkvcD25GkAYAAADaE7t9f+ug0ykVFbmuu1sO0f64XxO8HoJGkAYAAEC7YzVbZUoyqbq22meZKckkq9kagVq1AbvdNRVSZeX+spwc11+z2dU9l/DUvjR+TfB6CApBGgAAAO2OzWJTSV6JHJWultn8Zfmaf6rrnE6r2SqbJU7Dg8PhCkwFBa7w5FZc7BooyuEgOLU3/l4TvB6aRZBGdMjN5TwpAADQpmwWmycwW0wWZXeP73M6vWRlxf05rAgRr4mQEKQRHZgvEQAAAIhOnFfvgyANAACAkOQW5sbdlFKB5pq2O+1yVDpUX1cvSVrz0xoldkj07f5dXOz/OtBKAp3n3+Jz/AO9hjmv3i+CNAAAAEJSWhF/Pcn8/TBgd9qVuSBT1bXVSk1M1aguozTysZGqqq+SKcmkkrwS2axWV5iYNMn7xmazq7UOaCWBzvMP+Rx/XsMtQpAGAAAA/HBUOrxa+2b0mqEPd30oSaqurZaj0iGbLdvVIufu9pqfL82f37Iur0xBhBCF5Tx/m23/a9j9+pW8X3v+XuON12lnCNIAAADAgbDZ9ocJi6VlAzYxBREiyf0aDvT6DcdrPM4kRroCAAAAQLvXcAqi1atdl4ICV5m7JRBA1KBFGgAAAIgWTEGEeFdcLNW7Bu9TSUlk63IACNIAAABAKwr76MpALGo4qFlqqgaPGiV9+GHMDmpGkAYAAABaUdhGVwZiWcNBzerrZbrsMmnFCunQQ2NyDACCNAAAANDKwjK6cgOtPZe3e/5sSXJWO1W0o4jgjwPnHrSspsb1/5AhUnJyZOvUQgRpAAAAIMa05lzeDefPdst5KGf/3NmE6aiUkZYR6Sq0K4zaDQAAAMCj8fzZbu65sxGdWrOHAnwRpAEAAAA/3IOEuS3aushznYHCgPaNrt0AAACAHw0HCauvq9dlL1ymFRetUGKHRM4XBto5gjQAAAAQgHuQsJr/HxxpyGFDlByjgyMBCB+6dgMtkFuYG+kqAAgRxy0AIKwyGNyrPaNFGmiB1hwpE0Dr4LgFmmG3u+Z3dTqloiJXmdUak/O7Am1iIYN7tWcEaQAAgPbObpeysqTKStf/OTmuv2azVFzsCdPuuYXd8wpLivi5wlE35c+BtlIWF/u/DiCqEKQBAECzcgtzmVolnjkcrhBdUOAK1JIrxE2a5Fpms/nMLZzzkCtsR3pu4ah7Xba0ldJqdf1wMWmSd7nZ7FoGIKoQpAEAQLPoGt9OZGVJ2dl+FzU3tzAjWB8gm83144XDIeXnS/Pnu8rpXg9EJYI0AAAAEA1sNtfFYgn4gwaA6MCo3QAAAAAAhIAgDQAAAABACAjSAAAAAACEgCANAAAAAEAIGGwMAAAAiBHROJc3YkBbz09+oPOpxwCCNAAAABADonUub0SxSM1P3tL51GMIXbsBAACAGNDcXN6AD/f85KtXSyNHuv6uXu0qY37yA0KLNAAAAADEq1DmJ28HXbLDhRZpAACAWJCbG+kaAIh37aBLdrjQIg0AiF12u+T4/+6MTqdUVOQ654vuaohHpaWRrgHiSeMBp9piACogjhCkAQCxyW6XsrKkysr9ZTk5rgFUOPcLQCxrze61gQafkhoMQMX51kBzCNIAgNjkcLhCdEGBK1BLrgA9aZJrGUEaQKw6kO61/nrqSPt767gHn3Kvk58vzZ/vvc4OgjTQHII0ACC2ZWU1P3gKALQHgXrqSN69ddwXSTrqKN5DgRYgSAMAAADxwF9PHanp3joMLgW0CEEaAAAAiCf01AFaHdNfAQAAAEFIT06PdBUARAmCNAAAABCEGb1mRLoKAKIEQRoAAAAAgBAQpAEAAAAACAFBGgAAAACAEBCkAQAAgDaUkZYR6SoAOEAEaQAAAKANLRzP3M1AdXpsj4JPkAYAAAAAtKlvZsT2KPgEaQAAAAAAQkCQBgBEVm5upGsAAAAQkqRIVwAA0M6Vlka6BgjA7rTLUemQJDmrnSraUSSr2SqbxRbhmgEAEFkEaQAA4MPutCtzQaaqa6s9ZTkP5ciUZFJJXglhGgDQrtG1GwAA+HBUOrxCtFt1bbWnlRoAgPaKFmkAAAA0y2q2ypRk8vmBxZRkktVs9b1BBnMl4/8VF/u/jtjEsS2JIA0AAIAg2Cw2leSVyFHpUP6yfM0/db4kBT5vfiFzJbd7VqtkNkuTJnmXm82uZYhNHNuSCNIAgDjnHjDLPViW1MQXfwBNsllssllsspgsyu6eHenqIJDGrb6RagW22Vz37XBI+fnSfNePL7JaXcuAGEaQBgDErcYDZuU8lCNJDJgFID4FagGWWr8VODfXf0ulzea6WCxSNj++IH4QpAEAcau5AbMI0gDiSsMWYKltW4GZyhDtDEEaAAAAiBfuFmCJVmCgFTH9FQAAAAAAISBIAwAAAAAQArp2AwAAAAid3b7/fGynUyoqYkRutBsEaQAAACAeZWS03rbtdikrS6qs3F+Wk+MaHby4mDCNuEfXbgAAACAe+ZuOKlwcDleILiiQVq92XQoKXGXuVmogjhGkAQBA9MjNjXQNAIQiK8s1Mnh2tut6IK3ZOg5EQIuC9Jo1a5Sdna2VK1f6Xf7RRx8pISFBc+fODbiNdevWaeTIkUpNTVW/fv305JNPtqQqAAAgnjAX7QHJLeSHCESp1mwdByIgpCBdVFSk8847TyeccIK++uorv+sYhqHrrruuye2Ul5dr3Lhx6tu3rz7//HNdfPHFmjp1qj777LNQqgMAAIAGSiv4IQIA2kJIQfqll15SSkqKCgsLA67z8MMPq76+XrYmBhh4/PHHVVdXp8WLF2vw4MG6+eabNWzYMC3klyoAAIDWRfd5ADhgIY3aPWfOHCUkJGjz5s1+l+/YsUM33HCD3nrrLZ1zzjkBt/P+++9rzJgx6tixo6dszJgxevHFF0OpDgAAAEJF93kAOGAhBemEhISAywzD0JQpU3TBBRcoJyenye388MMPOv30073KbDabtm3bFvA2e/fu1d69ez3/l5eXS5JqampUU1MTTPURxTrU16suhp7HeqOe150f7seExwahaPHxX18vpaa6/rpv36isvq5eqYmp/m9eF9vHcWsfb5F67GLt86AtBfPYBPP55Hc7QRxPod5PvImGz7i2Oi6Dup8QXzOIvGh6fw3H8RTp96CwzSN91113aevWrXr11VebXffXX3+V2Wz2KjObzV5BubE777xTt99+u0/522+/7bMtxJ5jf/5Zq5YujXQ1gvbzTz9raQzVt60tX7480lVADDmg4/+ZZ1ytaw1b2BqVPTP4Gb83LV1dqlKF3jI3eNEifTNjRouq2xpa83gL92MXjGBeD9H2HLSVYB6bYD6fAm4niOPJra6srt1+Dkb6M66tjsuG97No6yLN6DXD935CeM0g8qLx+/aBHE+VDecwj4CwBOm33npLc+fO1SeffKLUVP+/XjWUkpKiffv2eZVVV1c3GYhvuOEGzZw50/N/eXm5evXqpZNPPlmdOnVqeeURFTosXuzTSyGaLX4hturbVmpqarR8+XKNGzdOycnJka4OYkSLj/81a6SRI6UVK6QhQ/yWrflpjUY+NtLvzVdctEJDDhvSovr2jILjv7WPt9Z47IIRzOshWp6DthbMYxPM55Pf7QRxPDV0utrf4x8Nn3FteVxuK9+mnVU7JUl7yvYoIydD6anp6tmp5/9XJrTXDCIvmr5vh+N4cvdQjpSwBOl58+apsrJSw4YN85Tt3btXt99+u+bOnavq6mqv9TMyMrR161avsq1bt6pfv34B7yMlJUUpKSk+5cnJyXxhjweJiUqMoecxMSGR110TOC4RkpYe/4mJUlWV66/79o3KEjskqqq+yv/NO7TwOI6y96vWOt5a5bEL6o6DeHyj7DloM0Hsd1CfT/62E8TxBJdIfsa15XHZN72v+qqvJGngIQM1tOfQRnfIaybmROF754EcT5H+rhmWIP3EE0/4NK2PHTtW5557rmb46Xo1YsQIPfLII6qrq1OHDh0kSe+++67Gjh0bjuoAAAAAccdqtsqUZFJ1rXcjlSnJJKvZ2mr3u3A8M+sAjYUlSPub6io5OVlWq1VHHnmkJGnKlCkaNmyY8vLyNG3aNN1zzz3Ky8vT5Zdfrpdffllr167VM8/4P+cDAAAAaO9sFptK8krkqHQof1m+5p86X5IrYNssgaeebVXFxf6vA3EubIONNae4uFiHHnqoJFfX7tdff115eXl69NFHNXDgQC1dulS9e/duq+oAAAAAMcdmsclmsclisii7e3bkKmK1SmazNGmSd7nZ7FoGxLkWBek+ffrIMIwm12k81/SqVau8/h81apTWrl3bkrsHAAAAEEk2m6sF2uFw/Z+fL82f7wrRfnqrAvGmzVqkAQBoFXQrBIDIsNn2h2aLRcqOYAs50MYI0gCAqJdbmOs72E0Q3QojNTAPAACIbwRpAEDUK60o9S0MolthVA7MAwAAYh5BGgiB3WmXo9IhZ7VTRTuKJPGFHIioILoVRs3APAAAIG4QpIEg2Z12ZS7I9HQRzXkoR5Kri2hJXglhGgAAAGgnEiNdASBWOCodPudZSlJ1bbUclY4I1AgAAABAJBCkAQAAAAAIAUEaAAAAAIAQcI40AKDt2e37R9t2OqUi1+B9DUfcdg/uJ8kzwB+D+wGAS0ZaRqSrALRrBGkAQNuy26WsLKmycn9ZjmvwPpnNUnGx7BZ5De4nuQb4Y3A/AHBZOH5hpKsAtGsEaQBA23I4XCG6oMAVqN2Ki6VJkySHQ45kNTm4H0EaAABEEkEakRNE104AcSwry++8zwAAANGOII3ICKJrJ2EaANpIbq60kG6iAAAEiyCNyAiiaydBGgDaSGlppGsAAEBMIUgjsujaCaCNMMItAAAIF+aRBgC0C4xwCwAAwoUWaQAAEHnuASgZfBIAWkcGPbPCiSANAAAiq/EAlAw+CQDhx6CSYUWQBgAAkeVvAMrGg08yZSIAIIoQpAEAQHQINAAlUyYCAKIMg40BAIDo1rDFevXq/ZeCAle5u6W6NeTmtt62AQAxixZpAAAQGyIxZSJzbAMA/KBFGgAQHxiNFAAAtBGCNAAgPjAaKQAAaCN07QZaS24uX+wBIJyKi5v+HwCANkKQBlpLEOfV5RbmauF4wjYANMlqdY3OPWmS7zKz2bUcAIA2RJAGIqi0gkFsAKBZNpur9dk9Ond+vjR/vus680gDACKAIA0ACC+73f90RAQeHAibbf/rx2Jp+9G7AQBogCCNuEJXaSDC7HbXFEWVlb7LzGbOaY0hVrNVpiSTqmurvcpNSSZZzXSlBgC0bwRpxBW6SgMR5nC4QnRBgStQuxUXu85v9ddSjahks9hUklciR6XrOctflq/5p86X1WyVzULPAgBA+0aQBgCEX1YWXW/jgM1i84Rmi8mi7O48pwAASARpAADap4bnsjudUlGR6zrnskcXnicAiEoEaQAA2ht/57Ln5Lj+us9lJ6RFHs8TAEStxEhXAO1Abm6kawAAwWkv71cNz2VfvXr/paDAVc657NGB5wkAohYt0mh9pQwABiBGtLf3K85ljw08TwAQdQjSAAAAMczutHtGV3dWO1W0o4jR1QGglRGkAQBA3MktzNXC8QsjXY1WZ3falbkg02u+75yHcmRKMqkkr4QwDQCthHOkAQBA3CmtaB/d9B2VDq8Q7VZdW+1ppQYAhB9BGgiS1WyVKcnkU25KMslqtkagRgAAAFEiIyPSNQDaFF27gSDZLDaV5JXIUelQ/rJ8zT91viRxHhoAAMDC+D+VAmiIIA2EwGaxyWaxyWKyKLu7nxFU7fb905E4nVJRkeu61eqZ65NBYQAAAIDYRpAGwsVud01RUlm5vywnx/XXbJaKi2W3iEFhAAAAgBhHkAbCxeFwheiCAlegdisuliZNkhwOOZLV5KAwBGkAAAAg+hGkgXDLypKy/XT7BgAAABAXGLUbMSO3MDfSVQAAAAAAgjRiR3uZExQAAABAdCNIA22IuaiB9oEeNAAAxDfOkQbaUMO5qCV55qNm+isgvtCDBjGruNj/dQCAF4I0Iqvxh3Q7+NB2z0UtKfB81AAAtCWr1TVV46RJ3uVms2sZAMALQRqREegDW+JDGwCAtmazuX7Mdjik/Hxp/nxXudXqWgYA8EKQRmQ0/MCW+NAGACDSbDbXxWJhGkcAaAZBGpHj/sCW+NAG0P7k5koLF0a6FgAAoAUYtRsAgEgoZUAyRKmMjEjXAACiHkEaAAAA+9FTAgCaRZAGAAAAACAEBGkAAAAAAELAYGOIananXY5K18jezmqninYUSZKsZqtnLmYAiFe5hblaOJ5utsHiMwMA0FYI0ohadqddmQsyVV1b7SnLeShHkmRKMqkkr4QvRkCcspqtMiWZvI5/yXXsW83tZ5750goGJAsWnxkAgLZEkEbUclQ6fL5Eu1XXVstR6eBLERCnbBabSvJKPK2L+cvyNf/U+bQsIiA+MwAAbYlzpIHGcnMjXQMvuYXRVR+grdgsNmV3z1Z292xZTBZld8+O/SBkt0tFRa6L0+n6a7dHulZtJ8reXwEAaClapBEdomnOyiDmds1Ia7v60rUTiBN2u5SVJVVW7i/LyZHMZqm4WLLF+I8EwWDubABAnCBIIzrE2JyVTQ7+U1zc9P8A2ieHwxWiCwpcgVpyvT9MmuRa1h6CNAAAcYIgDYSL1epqWZo0yXeZ2exa3khbtmwDiBJZWVJ2dqRrEbJg3q8YZRwA0F4QpIFwsdlcrUsO1+BIys+X5s93Xbda/bY28YUTQKwI5v2KU1EAAO1F/Afp3NyY6zaMGGaz7Q/MFktMtjoBAAAAaFr8j9rNwCYAAAAAgDCK/xZpxD270+6Za9ZZ7VTRjiLmmgWAWNRwcMZIDtRot+8/Tcc9TVmAU3QAAO0TQRoxze60K3NBpqprqz1lOQ/lyJRkUkleSWhh2v3Fyf2lSeKLE9Be7NjhujQ8/rt3d13Q+gIN1hhgoMZWxTRlAIAgtKhr95o1a5Sdna2VK1d6yt59910dd9xxSktLU/fu3XXllVequro64DZsNpsSEhK8Lg73r79AkByVDq8Q7VZdW+1ppQ6K+4tTTo60YoXrb06Oq8xuD2ONAUSlBx/0Pf4ffDDStWo/3IM1rl4tjRzp+rt6NcEVABC1QmqRLioq0rx581RYWKiqqiqvZcXFxbr00ks1dOhQFRcXa/r06UpNTdU//vEPv9sqKyvTU089pWOPPdZT1rVr1xbsAhAGzO8KtG/Tp0u//733aPu0Rrct92CNkR6oMdAMDPRQAgA0EFKQfumll5SSkqLCwkKNHTvWa1leXp7n+pAhQ/TRRx9p+fLlfoP0vn37tGfPHg0aNEgDBgxoYdWBVhCj87sCOEDubtyRDnGIDszAAABoRkhBes6cOUpISNDmzZubXbeurk7p6el+l5WVlUmSrG193hMAAGh7jEEBAIgzIQXphISEZtfZu3ev3nrrLT333HN69tln/a6zc+dOSVLfvn2Vnp6unJwczZ07V4MHD25yu3v37vX8X15eLkmqqalRTU1NwNt1qK9XXRPL0fpa+hzU19UrNTG1yeWSAq5TX1ff5GvDe+V6KTXV9dd9G39lITiQ19628m3aWeU6TnZX79aX275Uemq6enbq2aLttRX34x304474E+i4aVguNb9Oo9dQvRHC8XwAgjlug1nHb31b8D7T1H4f0PEWzPPUkvdtf/Xdtk0aNkyqrFTivn2qHzHCVW42S198IfX0fl9r6XMQzGdGSx6riH6PCOJ5qq8L/XOQ70Ytw2ccED7hOJ4ifSwmGIZhhHqjzZs3q2/fvvroo480wv2BKCkzM1MbNmxQx44ddeedd2rmzJl+b19RUaH169fLbDZr8+bNmjdvntavX6+1a9eqZ0//QWHWrFm6/fbbfcqffvppmc3mgHU99o47tOqmm0LcQ4RTe30OwrXfi7Yu0oxeM8JQIyB23fHDHbqpX+u/jwRz3AazTrjq21b7HS7hqG+4noNwicfPsHjcJwDtT2VlpS644AI5nU516tSpze8/rEH6+++/165du7R27VrNnj1bJ5xwgp5++ulmt1dRUSGbzaYbb7xR1157rd91/LVI9+rVSw6Ho8kHrsPZZ6vu5ZdD2DuEW0ufgzU/rdHIx0YGXL7iohWSFHCdFRet0JDDhgR5Z2tcI8WuWCENGRK4LAStsd8h7VME1NTUaPny5Ro3bpySk5MjXR1EQqDjpmG51Pw6jY65s184Wy+f2/rv5cEct4HWadiTZObymfrXuH9J0v7eJC14n2lqvw/oeAvmeWrB+57f+oa43y19DoL5zGjJ+2dEv0cE8Tyt6Rb65yDfjVqGzzggfMJxPJWXl8tqtUYsSId1Hun+/ftLkoYOHao+ffpozJgxmjVrlo444ogmb5eWlqYBAwZoy5YtAddJSUlRSkqKT3lycnLTD35iohKbe3Jyc6WFC5teBy0XzHPg72YdElVVX9XkckkB10nskOj3tZFbmKuF4xs934mJUlWV66/7Nv7KQtGrV9j3O9A+RZtmj0vEr0DHTcNyqfl1Gr1+EhPa6LUfzPuVn3XsTruOWnSU13R8wx4ZJkn757VvwftMMPvdouMtmOepJe9f/uob6n638DkI5jOjRa+hFn6GhUUQz1Nih9A/ByO6T3GAzzggfA7keIr0cdiieaSDkZTkyuh1dXXNrrt7925t2LAhciN4l5ZG5n7RJKvZKlOSye8yU5JJVnPLBqsrrWij55sfZ4B2I9Cc9lIL5rVH8zIyIl0DAEA7F7YW6cmTJ2vixInq06ePNm7cqOuvv14jRoxQ1v/PyTtlyhQNGzZMeXl5euONN1RSUqLRo0dr165dmjVrltLS0jRlypRwVQdxwGaxqSSvxPMFNH9Zvuaf6prf1Wq2ymax8eUUANojfqgEAERY2IJ0586dNWPGDDkcDmVkZOicc87RTQ0GsiguLtahhx7qWXfx4sW66aablJ6ertGjR+u5555Tly5dwlUdxAmbxSabxTU9isVkUXZ35vIEAIQJp3YBAFqoRUG6T58+ajxG2f3336/7778/4G1WrVrluT58+HAVFxe35K4RS5g3FADg1vBzP1q+AxzAqV12p92nV5S7txQAIP6FdbCxmOIOeVL7DXqt+Uu83S5lZUmVla7/c3Jcf81m1xeo9vIYA4gPfGa0nNXqeu+fNMm73Gx2LYtBdqddmQsyfc6L9wwsF41h2t9rmNcvALRY+wzSjUOe1GzQ8zvSc6xrzUHWHA7X41tQ4HqsJdfjOmmSaxkf3ACikb9BrIL5zGAA38BsNtdj5HBI+fnSfNdYF7Ec4gINLuceWC7qgnSg1zA/bgNAi7XPIO0v5ElNBr02G+k53mRlSdmc1wwgRvjrpRPMZ0b3tqtiTLLZXBeLhc+ESODHbQAIu/YZpN0IeQAQOY3Pk42W82YD4TMjPrTnLs68hgEgbNp3kAYAtL1A58xKMX3eLGIAXZwBAGFCkAYAtK2G58xKcXPebLg0HA3aWe1U0Y4iRoMOF7o4AwDChCANAGh77nNmJc6bbcDfaNA5D+VE92jQsYguzgCAA5QY6QoAAACX5kaDBgAA0YEWabQLdJUEgNbB+ysAoD0iSCPu0VUSQGuzmq0yJZn8tiabkkyymq2S4q9FOZreX9vrcwAAiAyCdHvTDqf9aK6rJEEawIGyWWwqySvxtMzmL8vX/FNdA6jtb52NvxAXTe+v7fU5AABERvwGaXdgdIdFyTcwxtocpgeqBdN+5BbmauH4hW1YSQDwlZGWEekqNMtmsXmCo8VkUXb3+B/MKlAr8P4W4LbVHp8DAEBkxGeQbhwYc3Jcf92Bsb3OYdqCaT9KK0rbuJKIti+mQDTgB73oFKgVmHOkAQDxLj6DdHOBMTu7fc9hyrQfUY0vpkCUam+9mIIUk63ADZ87nkcAQAvEZ5B2ayowModpXIjX1tuY/GIKxKv22ospHgV6LnkeAQAhiu8gjbhH6y2AVmezte9eTPEk0HPJ8wgACBFBGj6idU7QQIMN0XoLoNXRiyl+8FwCAMKAIA0v0TQnaGPBDDYUCyP7AgCakBGe9/GwfR6EqT4AgPiSGOkKILo0NydotGNkXwCIcQvD8z4ets+DMNUHABBfCNIAAAAAAISAIA0AQCjo6ttyPHYAgDgR3+dIM08kACDc6Orbcjx2AIA4EZ8t0g3niczJcV0mTWr1eSJzC3PDsJEwbAMAAAAA0Gris0W64TyRbTjfZ2lFaRg2EoZtAACiF72lAACIefEZpKX980QyRyRCwRdcoO21l/NmG/aWaqiVe0sBAIDwi98gHYr28iWunbKarTIlmXym9TIlmWQ1//+XV77gApHTXs6bbdhbqqFW7i2F8AvqcwUAENcI0lLAL3F2p90zd7Kz2qmiHUWymq2yWWwhrYPIsllsKskr8TxP+cvyNf/U+d7PU4ROBwDQzrh7SyGmNfxccX+mSOLzHwDaEYJ0AHanXZkLMr1+bc55KEemJJNK8kpks9iCWgfRwWaxeZ4Pi8mi7O5+uvvH8+kAubntp9UPANqA+3Ml4GdKA7mFuVo4nvdgAIgn8Tlqdxg4Kh0+XbYkqbq22tOyGcw6QFRgEDugTWWkccoQ9gvLYKQAgKhCkAYAIMxofQQAIL4RpIEoR8sWAAAAEF04Rxqti+mkDhgtWwAAAEB0IUijdTCdFAAg2jH9JQCghejajQOTm+u/3D2d1OrV0siRrr+rV7vKIjz1C12lAUQr9/zEjTE/cSuJptkMAn2eAgCiEi3SODBNjQYdpdNJ0VUaQLQKat57xCdmVwCAmEKQBhqjqx+ACApq3nsAABBRdO0GGoumrn4AcKDoMgwAQNgRpAEAiGd0GQYAIOwI0gcg1EFhcgtpFQAAAACAWMc50gcg1EFhSitoFQAAAACAWBf/QbqVB45iUBgAAOCP3WmXo9IhZ7VTRTuKJIkR2AEgTsR/kG6vA0fl5rbffQcAIMLsTrsyF2SqurZakpTzUI4k1+lfJXklhGkAiHHxH6TbE7tdcri6mWv9eqnI9eu3rFbXfM4AAKBNOCodnhDdUHVttRyVDoI0AMQ4gnQA7oHEGn8IBhpILOLsdikrS6qs3F+W4/r1W2azVFy8vzzQ9VDvz+GQnE4COwAAERLS95VwfP4DACQRpAMKdSCxNuWv27bD4QrRBQWuQO1WXCxNmuRabrW6QvWkSd63NZtdy4LVOLQ3DuyNw3Qrn6cOAEB7FdT3lXB9/gMAPAjSTQjXQGJhH2ykqTlBs7Kk7AD1tNlcQdfd/Ts/X5o/P/SWZH+hvWFgb7wtztUGAKDVNPt9pfHnvxs9yQCgxQjSrSzqBhux2fZ/aFosgUN3MJoK7WgzuYW5WjieHysAAE1o+PkPADhgiZGuQLxrbrAR4EAxPzkAAADQtmiRBmIU85MC8S8jjTEmEBpeMwDQNgjSQAyKulMGALQKTtuIXZGa/YPXDAC0DYI0EIOYnxQAolvD0bTdI2lL9BwCgHhBkAYAAGFBt2Jv7tG0D2TmDwBAdGKwsTDiCwRiWW5hbqSrACDG0a0YANBeEKTDiC8QiGWM/g0AAAAEhyANAAAAAEAIOEc6WtjtksMhOZ1SkWsqI1mtko0BSXAAeF0BAAAAYUeQjgZ2u5SVJVVWuv7PcU1lJLNZKi4m9KBleF0BAAAArYKu3dHA4XCFnYICafVq16WgwFXmcES6dohVvK4AoNUx0CgAtE+0SEeTrCwpm+kxEGZNvK7sTrscla5Q7ax2qmiHq/s385wCQHAYaBQA2ieCdJD4xRnxxu60K3NBpqprqz1lOQ+5un+bkkwqySshTAMAAAB+0LU7SPzijHjjqHR4heiGqmurPS3VAAAAALwRpAEAiFGDFy2KdBUAAGiXCNIAAMQo086dka4CAADtEudIAwAARILdvn8WBadTKnIN+CirlSkKASDKEaRjRWt82GYwgBqAlsstzGX8CKCl7HbXrAqVlfvLclwDPspsloqLI1MvAEBQCNKxoLU+bBfyBRhAy5VWlEa6CkDscjhcn+sFBa7PeLfiYmnSpP0/ngMAohJBOhaE8mHbOFTzizYAANErK0vKzo50LQAAISJIx5KmPmytVlfr9KRJvsvMZtdyAAAAAMABa9Go3WvWrFF2drZWrlzpKXv33Xd13HHHKS0tTd27d9eVV16p6mr/c9RK0rp16zRy5EilpqaqX79+evLJJ1tSlfhSXOw697moKPSWZJvNdZvVq12XkSP3Xy8uZtASAICvhp87LfnsAQCgnQqpRbqoqEjz5s1TYWGhqqqqvJYVFxfr0ksv1dChQ1VcXKzp06crNTVV//jHP3y2U15ernHjxunkk0/WggUL9Nprr2nq1Kk6/PDDdfzxxx/YHsWiQK3J7pbkYM+Tstn2B2aLha5icGn4xZgvyQAkejFFE07JAoCYFFKQfumll5SSkqLCwkKNHTvWa1leXp7n+pAhQ/TRRx9p+fLlfoP0448/rrq6Oi1evFgdO3bU4MGDVVhYqIULF7bPIO1uTXY4pPx8af58V7l7RG4GHEFLNPcDjXhdAe1Ww88dyf9nD1pXMD9m8PkPAFErpCA9Z84cJSQkaPPmzc2uW1dXp/T0dL/L3n//fY0ZM0YdO3b0lI0ZM0YvvvhiKNWJL+7WZFqSES6Nvyi7ub8k7+ALGtCu0YspsoL5MYMgDQBRK6QgnZCQ0Ow6e/fu1VtvvaXnnntOzz77rN91fvjhB51++uleZTabTdu2bWtyu3v37vX8X15eLkmqqalRTU1NMNWPiPq6eqUmpgZc1rjuHerrVdd4f+rrpdRU19+GywKVB9pOuOrr736bqAvCL+jXVffurktjNTVNbsNnO0Fyrx/NxyTCp97w8xppwfsVWibY4y2Yz4OWfmYgOH6PFcnrPbpDWprqBg3av6zh521xseu6W0kJx1ME8BkHhE84jqdIH4thHbU7MzNTGzZsUMeOHXXnnXfqlFNO8bver7/+KrPZ7FVmNpu9gnJjd955p26//Xaf8rfffttnW9HmmcHP+C0vXV2qUnnPw3rszz9r1dKlfjbyjFRa6roEUR5wOyHWd9HWRZrRa4Zvff3db6A6olWE8roKdRuhbqex5cuXt+h2iC0///Szlobh/Qotd6yaP96C+Tw4kM8MNC/gsdJAk5//klRaqsGLFumbGTOkgw/meIogPuOA8DmQ46mysjKMNQldWIP00qVLtWvXLq1du1azZ8/Wl19+qaefftpnvZSUFO3bt8+rrLq6uslAfMMNN2jmzJme/8vLy9WrVy+dfPLJ6tSpU/h2IszW/LRGIx8b6XfZiotWaMhhQ7zKOixe7NNarzVrXKNwr1ghDRnSfHmg7QRpW/k27azaKUnaU7ZHGTkZSk9NV89OPQPfbxN1QfiF+roKdRuhbKehmpoaLV++XOPGjVNycnJIt0XsWfxCeN6v0DI1NTVy3nFHs8dbMJ8HB/KZgeb5PVYaCfgcbNsm7XR9JnfYs0c9MzJc5enpUs+e4a4qmsBnHBA+4Tie3D2UIyWsQbp///6SpKFDh6pPnz4aM2aMZs2apSOOOMJrvYyMDG3dutWrbOvWrerXr1/AbaekpCglJcWnPDk5OarfzBI7JKqqvirgMp+6JyYq0U+ZqqpcfxsuC1QeaDtB6pveV33VV5LU2dRZQ3sObb4+TdUFYXdo2qEyEg1V13pPMWdKMunQtEODOiaaem26l7f02Ir24xLhkZjg/z0s5PcrHJBmj7dgPg8O4DMDzfN7rPisFOA56NvXdZGkzp2VOHSo7zpoU3zGAeFzIMdTpI/DsAZprw0nuTZdV1fns2zEiBF65JFHVFdXpw4dOkhyzUPdeCRwAP7ZLDaV5JXIUelQ/rJ8zT/VNUCN1WyVzcJouwAAAEBrSgzXhiZPnqzCwkKtW7dOr7zyiqZNm6YRI0YoKytLkjRlyhQtWLBAkjRt2jTt3r1beXl5WrdunebMmaO1a9fqyiuvDFd1oobVbJUpyeRTbkoyyWpmnk60nM1iU3b3bFlMFmV3z1Z292xCNAAAANAGwtYi3blzZ82YMUMOh0MZGRk655xzdNNNN3mWFxcX69BDD5Xk6tr9+uuvKy8vT48++qgGDhyopUuXqnfv3uGqTtRo2HLYEC2HAAAAABCbWhSk+/TpI8MwvMruv/9+3X///QFvs2rVKq//R40apbVr17bk7mOOzWIjNAMAwsdul37+2XV9zRrXuefuuYcBAECra7VzpNEKioub/h8AEP/sdikrSzIMVY8a5RoNvapKMptdnwstCdPukaABAEBQCNKxwGp1fUGaNMl3mdnsWg4AaB8cDqmyUioo0DcHH6yec+ZIJSWuzwiHo2VBeuHC8NcTAIA4RpCOBTabq5XB8f/nWefnS/NdozRHtCtfwxZxWscBoG1lZkqlpa55uRPDNnYoAAAIAkE6Vths+wOzxSJlZ0euLoFayGkdBwAAANAOEKQRuoYt5NHSOg4A8Ga3u96nnU6pqMhVxvs0AABhQZBGy7hbyCPdOg4A8OUekKyy0vV/To7r74EMSAYAADw4qSraxNrIqbFWXwBoDxoMSKbVq12XggJXmXu8DQAA0GK0SEebWBs5NdbqCwDtSVYWvYYAAGgFBGkAAOIVsysAANAqCNIAAMQbZlcAAKBVcY40AADxxj27wurV0siR+8+TZqAxAADCghZpAADiEbMrAADQamiRBgAAAAAgBARpAAiD3MLcSFcBQCxjOkkAiCkEaQAIg9KK0khXAUAsYzpJAIgpBGkAAAAAAEJAkAYAAGhFGWl02waAeEOQjlecawUAQFRYOD5M3bb5bAeAqEGQjlecawUAQHzhsx0AogZBOhbxizQAAAAARAxBOhbxizQAAAAARExSpCsAAIhDxcVN/4+2Qy8mAADCjiANAAgfq1Uym6VJk3yXmc2u5Whb9GICACDsCNIAgPCx2Vytzw6H6//8fGn+fNd1q9W1HAAAIMYRpAEA4WWz7Q/MFouUnR3Z+gAAAIQZg40BAAAAABACWqQBoIXsTrscla4uzM5qp4p2FMlqtspmofsyAABAPCNIA0AL2J12ZS7IVHVttacs56EcmZJMKskrIUwDAADEMbp2A0ALOCodXiHarbq22tNKDQAAgPhEkEaTMtKYfxQAAAAAGiJIo0kLxzP/KAAAAAA0RJAGAAAAACAEBGkAAAAAAEJAkAYQtNzC3EhXAbEmg3EWAABA/CFIAwhaaUVppKuAWLOQcRYAAED8IUgDAAAAABACgjQAAAAAACEgSAMAAAAAEAKCNAAAAAAAISBIAwAAAAAQAoI0AAAAAAAhIEgDAAAAABACgjQAAAAAACEgSAPtlNVslSnJ5HeZKckkq9naxjUCAAAAYkNSpCsAIDJsFptK8krkqHRIkvKX5Wv+qfMluUK2zWKLZPUAAACAqEWQBtoxm8XmCcwWk0XZ3bMjXCMAAAAg+tG1G4AkKSMtI9JVAAAAAGICQRqAJGnh+IWRrgIAAAAQEwjSAAAAAACEgCANAAAAAEAICNIAAAAAAISAIA0AAAAAQAgI0gAAAAAAhIAgDQAAAABACAjSAAAAAACEgCANAAAAAEAIkiJdAQDRze60y1HpkCQ5q50q2lEkSbKarbJZbJGsGtC+lZRIBx8srVnjug4AANoMQRpAQHanXZkLMlVdW+0py3koR5JkSjKpJK+EMA20NatVMpulv/xFg0eNkj78UKqqcpVZrZGuHQAA7QJduwEE5Kh0eIXohqprqz0t1QDakM0mFRdLK1bItHOntGKFtHq1q8zGD1sAALQFWqQBAIg1NpvUvbvr+pAhUnJyZOsDAEA7Q4s0AAAAAAAhIEgDAAAAABACgjQAAAAAACHgHGkAQEjcU6IxHRoAAGivCNIAgKA1nhKN6dAAAEB7RNduAEDQAk2JxnRoAACgPSFIAwAAAAAQAoI0EOMy0jIiXQUAAACgXWlRkF6zZo2ys7O1cuVKT9mWLVt0zjnnqFOnTkpPT9cf/vAHbdmyJeA2bDabEhISvC4OB90CgVAtHL8w0lUAAAAA2pWQgnRRUZHOO+88nXDCCfrqq6+8ll1//fXq16+fPvjgAy1ZskSbN2/WmWeeqfr6er/bKisr01NPPaX//e9/nkvXrl1bvicAgFZnNVtlSjL5lJuSTLKarRGoEQAAQNsLadTul156SSkpKSosLNTYsWO9lt19993q1auX5/8FCxZo+PDh+t///qfMzEyvdfft26c9e/Zo0KBBGjBgwAFUHwDQlmwWm0rySuSodCh/Wb7mnzpfEtNfRUp1enqkqwAAQLsUUpCeM2eOEhIStHnzZp9lDUO0JJlMrhaLuro6n3XLysokSVYrrRcAEGtsFptsFpssJouyu2dHujrt2jczZqhnpCsBAEA7FFKQTkhICHrdxYsXq2fPnjriiCN8lu3cuVOS1LdvX6WnpysnJ0dz587V4MGDA25v79692rt3r+f/8vJySVJNTY1qamqCrheA4NXX1Ss1MbXJ5Q2PP/f19nBMNvXYNH5c4lW90T72M1q1p+MNiAYcc0D4hON4ivSxmGAYhhHqjTZv3qy+ffvqo48+0ogRI7yWGYah2bNna/bs2XrllVd05pln+ty+oqJC69evl9ls1ubNmzVv3jytX79ea9euVc+e/n9bnzVrlm6//Xaf8qefflpmsznUXQAAHKA7frhDN/W7KdLVAAAA7VBlZaUuuOACOZ1OderUqc3vP6xBevfu3ZoyZYref/99PfXUU35DtD8VFRWy2Wy68cYbde211/pdx1+LdK9eveRwOCLywAHtwZqf1mjkYyMDLl9x0QoNOWyI5/+amhotX75c48aNU3JycltUMWKaemwaPy7x6uwXztbL574c6Wq0W+3peAOiAcccED7hOJ7Ky8tltVojFqRD6trdlF9++UWjR4+W2WzWV199pf79+wd927S0NA0YMKDJ6bJSUlKUkpLiU56cnMybGdBKEjskqqq+qsnl/o6/9nBcNvXYBHpc4k1iQvvYz2jXHo43IJpwzAHhcyDHU6SPwxbNI+1Pbm6uLBaLPvroo5BCtORqyd6wYQMjeAMAAAAAol5YgnRlZaVeffVVnXfeedq2bZs2btzoubgHFpsyZYoWLFggSXrjjTf0r3/9S0VFRXr33Xd15plnKi0tTVOmTAlHdQAg+uTmRroGAAAACJOwBGmHw6Ha2lrl5+fr8MMP97rceeedkqTi4mJP1+3OnTtr8eLFGj58uKZMmaLevXtr1apV6tKlSziqAwDRp7Q00jUAAABAmLToHOk+ffqo4RhlNptNzY1ZtmrVKs/14cOHq7i4uCV3DQAAAABARIXtHGkAAAAAANoDgjQAAAAAACEgSAMAAAAAEAKCNAAAAAAAISBIAwAAAAAQghaN2g0ACJLdLjkcktMpFRW5yqxWyWbbv4rTLkelw+tmVrNVNotNAAAAiD4EaQBoTm6utHBh6Lez26WsLKmy0vV/To7rr9ksFRdLNpvsTrsyF2Squrba66amJJNK8koI0wAAAFGIrt0A0JzS0pbdzuFwheiCAmn1ateloMBV5nC1QDsqHT4hWpKqa6t9WqkBAAAQHWiRBoDWlpUlZWdHuhYAAAAIE1qkAQAtkpGWEekqAAAARARBGgDQIgvHt+C8cQAAgDhAkAYQkNVslSnJ5HeZKckkq9naOnecm9s62wUAAADCgHOkAQRks9hUklfiGfQqf1m+5p86X1IrT8/U0sG9AAAAgDZAkAbQJJvF5gnMRx1ylLK7t5NBs9zzP0v754BuNP8zAAAA2ieCNICgtZtzYhvP/yy55oBuMP8zAAAA2i/OkQaAxoKY/xkAAADtFy3S+L/27j04qvL+4/gnISSblbBiVn9CyCo3A2pEk6poEVIUVAar1Vo6woggUKmZMsHBipZyryhlmA6MkYu/KsUblluNV0QK9YJKgoHaGGQyEIIWWZANuoTcnt8f+8uSNbc9yWZ3E96vmZ2w57bPOfEb88l5zvMAaArzPwMAAKAR3JEGAAAAAMACgjQAAAAAABYQpAF0SNPymGsaAAAAkUGQBtAhHTnFXNMAAACIDII0AAAAAAAWEKQBhNSzh5+NdBMAAACAdkWQBhBSx6uOR7oJAAAAQLsiSAMAAAAAYAFBGgAAAAAACwjSAAAAAABYQJAGAAAAAMCCuEg3AAD8Skslt1vyeKSCAt8yp1NyuSLbLgAAAKAegjSA6FBaKg0aJHm9vveZmb6vdrtUVOQP06WeUrm9bnkqPCr4xhe2nXanXA7CNgAAAMKDIA0gOrjdvhC9bp0vUEu+AD1+vG+dy6VST6nSVqSporpCkpS5yhe2bXE2FWcXE6YBAAAQFgRpANFl0CApI6PRVW6v2x+i66uorpDb6yZIAwAAICwI0gDQ3oqKGv83AAAAOiSCNAC0F6fT94z3+PGBy+123zoAAAB0SEx/BQDtxeXy3YHOz5eGDfN9zc8PGDwNAAAAHQ93pAGgPblcvpfD0eSz3wAAAOhYuCMNAAAAAIAFBGkAAAAAACwgSAMAAAAAYAFBGgAAAAAACxhsDECblXpK5fa6VVtTK0kqPFqoi5IuksvRwUemZv5nAAAANIIgDaBNSj2lSluRporqCiXGJmp4j+Ea9tdhMrFGxdnFHTNMM/8zAAAAmkHXbgBt4va6VVFd4X//UOpDkqSK6gq5ve5INatt6s//XH8OaOZ/BgAAgAjSAM5106Y1vtzl8s37nJFxdg7oeiHaaXfKFmdrsJstziannbvWAAAAnRlduwGc244cadVuLodLxdnF/rvuOW/naNlty+S0Oztmd3YAAAAEjSANAK3kcrj8odlhcyijZ0aEWwQAAIBwoGs3AJyLmurSDgAAgBYRpAHgXNTKLu0AAACgazcAnDtKSyX3/4+k7vFIBQW+6bwYiRwAAMASgjSATmta3jTljsmNdDOiQ2mpNGiQ5PWeXZaZ6Zsbm2m9AAAALKFrN4BO68gpui/7ud2+EL1u3dn5sdet8y1zd9D5vgEAACKEO9IA0JKUlEi3IHQGDfLNiQ0AAIBW4440ALQkl+7hAAAAOIsgDQAAAACABQRpAAAAAAAsIEgDAAAAAGABQRoAAAAAAAsI0gAQDp1p5G8AAIBzHNNfATj3lJaenTvZ45EKCnz/djoll6t9PpORvwEAADoNgjSADsNpd8oWZ1NFdUXAclucTU67M7iDlJb65lL2es8uy8z0fbXbpaKi9gvTAAAA6BQI0gA6DJfDpeLsYrm9buW8naNlty2T5AvYLkeQ4dft9oXodet8gbpOUZE0frxvPUEaAAAAzeAZaQBhNy1vWqv3dTlcyuiZIYfNoYyeGcromRF8iK5v0CApI+Psq36oRpu+RwAAAJ0dQRpA2B05dSTSTUAL+B4BAAA0jSANAAAAAIAFBGkAAAAAACwgSAMAAAAAYAFBGgAAAAAACwjSAAAAAABY0KogXVhYqIyMDH3wwQf+ZYcOHdI999yj7t27Kzk5WXfffbcOHTrU5DH+/e9/a9iwYUpMTFTfvn31t7/9rTVNAYAApZ5SFXxToIJvCuSp8Pj/XeopjXTTAAAA0EnEWdm4oKBAixcvVl5enk6fPh2w7ve//7369u2rf/7zn/J4PHrkkUd0xx136PPPP1dsbGBeLy8v18iRIzVq1CitWLFC//jHP/TAAw9owIABGjJkSNvPCsA5qdRTqrQVaaqorvAvy1yVKUmyxdlUnF2sVsw43a6cdqdscbaANku+9jrtzgi1CgAAAM2xFKQ3btyohIQE5eXl6eabbw5Yt2TJEqWmpvrfr1ixQj/96U/11VdfKS0tLWDb559/XjU1NVq9erXi4+N11VVXKS8vT7m5uQRpAK3m9robBNI6FdUVcnvd7RakU5JSWrWfy+FScXax3F63ct7O0bLblknyBWyXo5WtnTZNys1t3b4AAABokaUgvWDBAsXExOjgwYMN1tUP0ZJks9kkSTU1NQ223b59u0aMGKH4+Hj/shEjRmjDhg1WmgMArVdU1Px7i3LHtD64uhwuuRwuOWwOZfTMaFM7JElHjrR611JPqdxet79bvNTGUA8AANAJWQrSMTExQW+7evVq9e7dW5dddlmDdSUlJRo9enTAMpfLpbKysiaPd+bMGZ05c8b/vry8XJJUVVWlqqqqoNsFILRqa2qVGJsoSQ2+1tbUNlqftaaR5bW1UmKi72vdusaWNXOMHvE91CO+h/+udGVtpeJjfX+ws8XZ1CO+h6p6SEpOlqZMkSTFVlaqtu6PesnJUo8eDT4rXBq9Lq3QpbZWNa24vmXlZcpclamK6gpV1lZq6JqhknzXLn9qvnp3793mtiF06v5b4f+BQHhQc0DohKKeIl2LMcYYY3WngwcPqk+fPvrXv/6loUOHBqwzxmj+/PmaP3++Nm/erDvuuKPB/v369dMDDzyg2bNn+5etXbtWkyZNUnV1daOfOXfuXM2bN6/B8pdeekl2u93qKQCIoEUli/RE3yfa/RjBbHPdokX69Im2tSVUQnFdpOg6JwAAgPbg9Xp13333yePxqHv37mH/fEt3pFty8uRJTZgwQdu3b28yREtSQkKCKisrA5ZVVFQ0G4hnzZqlGTNm+N+Xl5crNTVVo0aNisiFA+BTeLRQw/46TJLvTvT/Xvm/mvTvSTpde1o7J+7U4P8Z3GCf1a+tbtArRYWF0rBh0s6d0uDBTS9r7hjBfM6PdFnd8jbhEkx7g9HoOQVxfet/L3+sqe8lIqeqqkpbt27VyJEj1bVr10g3B+j0qDkgdEJRT3U9lCMlZEH62LFjysrKkt1u1549e9SvX78mt01JSdHhw4cDlh0+fFh9+/Ztcp+EhAQlJCQ0WN61a1d+mAERFNslVqdrA0fxP117WqdrTyu2S2yj9Rkb08jy2Fjp9Gnf17p1jS1r7hg/kto9teWfD7Gxio2SnyHBnFNwB2rknIK4vo19L/27N/G9ROTx/0EgvKg5IHTaUk+RrsOQBelp06bJ4XDo/fff9w801pShQ4fqueeeU01Njbp06SJJ2rZtW4ORwAF0HnWDWEnyD2TV3oNYtWUAsGhS/9rVxyBgAAAAkRGSIO31erVlyxYtWbKkwYBhPXr0UHJysiZMmKBrr71W2dnZmjx5spYuXars7Gw9/PDD2rRpk/bt26eXX345FM0BEEbBzIPc1PzO/rmdCYNNauza1eH6AQAAREZsKA7idrtVXV2tnJwcDRgwIOD15JNPSpKKiop06NAhSb6u3a+//ro++OADZWZmatOmTXrzzTd1ySWXhKI5AMKobh7k/Kn52jlxpyTf87T1A15T8zvXze0cUSmtm/85XIKZGxsAAADh1ao70pdeeqnqD/btcrnU0uDfn376acD74cOHa9++fa35eABRpm4e5KqqKh3REQ3+n8ERf24laLmdo/s3AAAAwickd6QBAAAAADhXEKQBIEqkJEV3N3MAAAD4EKQBIEp0llHGAQAAOjuCNIAOibu3AAAAiBSCNIAOibu3AAAAiBSCNAAAAAAAFhCkAQAAAACwgCANAAAAAIAFcZFuAAAgBEpLJbfb92+PRyookJxOyeUK3K6oqPF/AwAAIGgEaQDo6EpLpUGDJK/37LLMTMlu94Vll8sXqu12afz4wH3tdt86AAAABI2u3QDQ0bndvhC9bp2Un+97rVvnW1Z3l9rl8oXquvXDhvm+1gVtAAAABI070gDQWQwaJGVkNL3e5Tobmh2O5rcFAABAkwjSAKILz/C2HtcOAAAgLAjSAKIDz/C2HtcOAAAgrHhGGkB0qP8Mb93zuzzDG5wQPf/stDtli7M1WG6Ls8lpJ5ADAADU4Y40gOhR9wwvz+9aF4Lnn10Ol4qzi+X2upXzdo6W3bZMki9guxz8MQMAAKAOQRoA4OdyuORyuOSwOZTRkz9mAAAANIau3QAAAAAAWECQBgAAAADAAoI0AKCBlKSUSDcBAAAgahGkAQAN5I7JjXQTAAAAohZBGgCiWFNTUklMSwUAABApjNoNIPqk0K24Tv0pqSQxLRUAAEAUIEgDiD65dCuur25KKklMSwUAABAF6NoNoN011T2ZrskAAADoiLgjDaDdNdU9ma7J7YSu8QAAAO2KIA0gLOieHEZ0jQcAAGhXdO0GgHMRd60BAABajSANAOci7loDAAC0GkEaAAAAAAALCNIAAAAAAFhAkAYAAAAAwAKCNAAAAAAAFhCkAYRdShIjRgMAAKDjIkgDCLvcMYwYDQAAgI6LIA0AAAAAgAUEaQAAAAAALCBIAwAAAABgAUEaAAAAAAALCNIAAAAAAFhAkAYAAAAAwAKCNAAAAAAAFhCkAQAAAACwgCANAAAAAIAFBGkAAAAAACwgSANAB5KSlBLpJgAAAJzzCNIA0IHkjsmNdBMAAADOeQRpAAAAAAAsIEgDAAAAAGABQRoAAAAAAAsI0gAAAAAAWECQBgAAAADAAoI0AAAAAAAWEKQBAAAAALCAIA0AAAAAgAUEaQAAAAAALCBIAwAAAABgAUEaAAAAAAALCNIAAAAAAFhAkAYAAAAAwAKCNAAAAAAAFhCkAQAAAACwgCANAAAAAIAFBGkAAAAAACwgSAMAAAAAYAFBGgAAAAAACwjSAAAAAABYQJAGAAAAAMCCVgXpwsJCZWRk6IMPPmiwrqSkRLfccovWrVvX7DFcLpdiYmICXm63uzXNAQAAAAAgbCwF6YKCAv3qV7/SDTfcoD179gSsO3DggCZPnqyrr75a27Zta/FYJ06c0IsvvqivvvrK/7rgggustR4AAAAAgDCzFKQ3btyohIQE5eXlNVj33nvv6dixY9q5c2eLx6msrNQPP/yg9PR09e/f3/+KjaWnOQAAAAAgusVZ2XjBggWKiYnRwYMHG6z7zW9+o4ceeiio45w4cUKS5HQ6rXw8AAAAAAARZylIx8TEtGrdjx0/flyS1KdPHyUnJyszM1MLFy7UVVdd1eQ+Z86c0ZkzZ/zvy8vLJUlVVVWqqqoK+rMBtJ+6WqQmgfZHvQHhRc0BoROKeop0LVoK0qHicrm0a9cu2e12HTx4UIsXL9bw4cO1b98+9e7du9F9nnzySc2bN6/B8nfffVd2u729mwzAgq1bt0a6CcA5g3oDwouaA0KnLfXk9XpD2BLrIhKkk5KSdP3110uS0tPTlZWVJZfLpZdfflkzZ85sdJ9Zs2ZpxowZ/vfl5eVKTU3VqFGj1L1797C0G0DzqqqqtHXrVo0cOVJdu3aNdHOATo16A8KLmgNCJxT1VNdDOVIiEqR/LCkpSf3799ehQ4ea3CYhIUEJCQkNlnft2pUfZkCUoS6B8KHegPCi5oDQaUs9RboOoyJInzx5Uvv379e4ceOC3scYIynyf4kAcFZVVZW8Xq/Ky8sj/sMN6OyoNyC8qDkgdEJRT3U5sC4XhlvYgvSECRN07bXXKjs7W2+88YaKi4uVlZWl7777TnPnzlVSUpImTJgQ9PFOnTolSUpNTW2vJgMAAAAAotipU6fkcDjC/rlhC9JFRUW66KKLJEnnn3++Vq9erSeeeELJycnKysrSq6++qh49egR9vF69eunw4cNKSkqyNGI4gPZTN3bB4cOHGbsAaGfUGxBe1BwQOqGoJ2OMTp06pV69eoW4dcGJMZG6Fw6g0ykvL5fD4ZDH4+GXDKCdUW9AeFFzQOh0hnqKjXQDAAAAAADoSAjSAAAAAABYQJAGEDIJCQmaM2dOo1PVAQgt6g0IL2oOCJ3OUE88Iw0AAAAAgAXckQYAAAAAwAKCNAAAAAAAFhCkAQAAAACwgCANAAAAAIAFBGmgE9m7d69GjRolu92uiy++WBMnTtTx48f963Nzc9WnTx8lJiZqxIgRKikp8a87ceKEJk2apOTkZDkcDo0cOVJ79+71rz948KDGjBkjp9Op888/X3feeacOHToUdNteeeUVDR48WDabTRdffLG2b9/e4j7PPvusLrvsMtlsNg0cOFArV65sdLsNGzaoV69eQbcFCJVorLmsrCzFxMQ0ePXr16/FfVuqueLiYt12223+83300UdVXV0dzKUCQi4a60+StmzZoiuvvFIJCQm64oor9O677wZ9TrW1tVq5cqWuvvrqoPcBghGt9SJJlZWVWrhwoW6//fYG6w4fPqwxY8bovPPOU69evfTnP//Z0nk39Tvi8uXLlZaWpsTERPXv31/PPvuspeNKkgyATuOmm24yixYtMoWFhSYvL8/06dPHjB492hhjzPr1601CQoJZu3at2b17txk6dKi54oorTE1NjTHGmEceecQ8+OCD5uOPPzYfffSRueWWW0zPnj2Nx+MxxhizY8cOM3fuXPPZZ5+Zbdu2mSuvvNJcd911QbVr9erV5rzzzjPLly83+/btM++884754osvmt1n7969Jj093WzYsMEUFhaaxYsXm5iYGLN+/Xr/Nhs2bDDXX3+9iY+PN126dGnNJQPaJBprrqyszHz11VcBr/T0dPP44483u19LNVdTU2P69u1rxowZY/Lz883mzZuN0+k0c+bMacMVBFovGuvvs88+M126dDELFy40u3fvNlOnTjU2m83s37+/xX1XrVplLr/8chMfH2/69evXhisDNBSN9VJdXW2eeuop43K5THx8vLn55psbrE9PTze33nqryc/PN6tWrTKxsbHm1VdfbfHYLf2OOH36dLNlyxbz+eefmwULFhhJ5s0332zxuPURpIFOpLS0NOD9iy++aGJjY80PP/xgrrnmGvO73/3Ov66oqMhIMu+//36j+x45csRIMm+//Xajn7V+/XojyZw8ebLZNh0/ftwkJSWZ559/3tK5HD9+3Hz//fcBy0aOHGl+/etf+9/ffvvt5vHHHzfLly8nSCMiorHmfuy9994zSUlJ5vjx481u11LNffvtt0aS2bt3r399Tk6O/xcxINyisf7uvffegJqora01aWlpJicnp8XzycjIME8//bR5/PHHCdIIuWisl1OnTpmBAwea1atXm/vvv79BkN6yZYvp2rWrOXr0qH/Z2LFjzbBhw1o8X6u/I15++eVB1Wl9dO0GOpHU1NSA9zabTbW1tTp58qT27NkT0GVm4MCB6tmzp3bt2tXkvpJUU1PT6GfV1NTIZrPpvPPOa7ZNf//739WtWzeNGzfO0rlccMEFDY5ts9kC2vPGG29o0aJF6tatm6VjA6ESjTX3Y3PnzlV2drYuuOCCZrdrqeYuvPBC/exnP9OqVatUUVGhAwcO6PXXX9fYsWMttQcIlWisv//85z+65ppr/O9jYmI0bNgwffrppy2ez+7duzVz5kx17dq1xW0Bq6KxXrp166aioiJNnjxZMTExDdZv375dGRkZuuiii/zLRowYoU8++UTGmGaPbfV3xJqaGiUnJwe1bR2CNNBJGWP03HPP6frrr9fRo0clSX369AnYxuVyqaysrNH9V69ercTERA0ZMiRgeU1NjQoKCrRgwQLNnDlTcXFxzbZj165dSk9P19KlS9W7d29deumlmjVrlqqqqiydz8GDB/Xee+9pxIgR/mWN/dAFIiVaaq6+Xbt2adeuXXr44Yctnk3jNffCCy9o/fr1stvtGjBggIYMGaL777/f8rGBUIuW+ktOTm7wbGh5ebm+/fbbFs+B/6chXKKlXlpSUlLSaLvOnDkjt9vd7L7B1pPH49GiRYvk8Xg0ceJES+0jSAOdUFVVlaZOnart27drxYoV+v777yVJdrs9YDu73a4zZ8402H/NmjV64okntGTJkoC7WFOmTFF8fLwyMzOVmZmpxx57rMW2fPPNN/r8889VXFysjRs3as6cOVq+fLkWLVoU9Pns379fo0aNUkZGhiZNmhT0fkC4RFPN1ffMM8/o5z//uVJSUizt11jNeb1ejR49WkOGDNGHH36oV155Re+++66eeuopS8cGQi2a6u+Xv/ylXnvtNb311luqqqrSpk2btHnzZnXp0qWNZwmERjTVS0u+//77RtslqdG2WXHo0CElJCTo/PPP14oVK7R27VrLA9cSpIFOpqysTFlZWcrLy9P777+vn/zkJ0pISJDkGxWxvoqKioAfUBUVFZo6daoefvhhPfPMMw3uYs2fP1979uzR5s2bVVpaqszMTJWXl/vXxcXF+V/z58+XJFVXVyspKUlr1qzRddddp4kTJ2ratGlau3atJGnt2rUB+z344IMBn7lp0yZdd911GjhwoN566y3Fx8eH9oIBbRRtNVfnu+++0/r16zVlypSA5a2tuRdeeEH//e9/9corr+iGG27Q2LFjtXTpUs2fP9/fJiDcoq3+fvvb32rKlCm64447lJCQoHnz5unOO+/0d01tqf6A9hRt9dKShISERtsl+QL1jh07Ao578803B30tevXqpcLCQn344YeaPn267rrrLusjd1t6ohpAVCsuLja9evUyt956a8DADGVlZUaS2b59e8D2vXv3NsuWLTPGGOP1es1NN91k+vfvb/Lz81v8LK/Xa2w2m1m5cqUxxphjx46ZoqIi/+vYsWPGGGPuu+8+M3LkyIB9V61aZex2uzHGmJMnTwbs9/XXX/u3W758uYmPjzdLly41tbW1Tbblr3/9K4ONISKisebqPP/888bhcJjKysqA5a2tuYceesjceOONAcu++OILIymo9gOhFs315/V6/QM0jR492kyfPt0Y03z91ZkzZw6DjSHkorlejDFmwoQJDQYbmzx5shk+fHjAsjVr1hiHw2GMMeaHH34IOO6hQ4caHDfY3xH/+Mc/mp49e7a4XX1t67gOIKrcd999uuGGG7R+/XrFxp7tcJKSkqJLL71UW7duVVZWliRf182ysjL/X+9mz56tr7/+Wp9++mmLgxJJvmdPYmNj/QNNOJ1OOZ3OBtvdeOONmjdvnioqKvyDU3zxxRe67LLLJEkOh0MOh6PBfoWFhcrJydFrr72mu+66y9J1AMIlGmuuzqZNmzR69OgGAxe1tuZSUlK0ceNGVVZW+u9S79u3TzExMerZs2eL7QdCLZrrLzExUampqSopKdE777yj2bNnS2q6/oD2Fs310pShQ4fqxRdflMfj8dfNtm3b/O2y2+0aOHCg5eM2Ji4ursnB05rcJySfDCDi9u/fr/z8fD322GMqKSkJWHfhhRdqxowZmjVrlq6++mr16dNHOTk5GjNmjNLT0yVJL730ksaNG6cTJ07oxIkT/n27deumiy++WLNnz9aAAQM0ePBgeTweLV68WImJibr77rubbdf48eO1cOFCTZgwQTNnzlRhYaFWrlyp5557rtn9Xn31VaWmpurKK6/UgQMHAtb169ePQVkQcdFac3V27NihP/3pT0GfT0s1N2HCBC1ZskQPPPCAZsyYobKyMs2YMUP33HMPQRphF6319+WXX+rLL7/UgAEDVFJSokcffVTjxo1rMCgTEE7RWi8tuffee/WHP/xBEydO1Jw5c/TJJ59ow4YN2rlzZ5uOW1RUpNzcXP3iF79QcnKyPvroIz399NOaPn26tQNZun8NIGrt2LHDSGr0tXz5clNbW2tmz55tnE6n6datmxk3bpz57rvv/PvHxMQ0uu8999xjjPF1pUlLSzM2m8307NnTjB071uzfvz+otu3du9cMHTrUxMfHG5fLZf7yl7+0uM/EiRObPJ9Tp04FbEvXbkRCNNfcgQMHjCTz8ccfB30+wdTcZ599ZoYPH24SExPNhRdeaLKzsxvMPQ2EQ7TW3+7du03fvn1NfHy8ueSSS8zcuXMbPF7RErp2I9SitV7qa6xrtzHG7Nu3zwwZMsTEx8ebtLQ0s2HDBkvHbex3xKNHj5oxY8aY5ORkY7fbzVVXXWVyc3ObfYywMTHGtDAJFwAAAAAA8GPUbgAAAAAALCBIAwAAAABgAUEaAAAAAAALCNIAAAAAAFhAkAYAAAAAwAKCNAAAAAAAFhCkAQAAAACwgCANAAAAAIAFBGkAAAAAACwgSAMAAAAAYAFBGgAAAAAACwjSAAAAAABYQJAGAAAAAMCC/wO5kbVzKPynvAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "s = sm['sz000603']\n",
    "\n",
    "#查询股票最后100个交易日K线数据，不复权\n",
    "k = s.get_kdata(Query(-100))\n",
    "k.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#查询股票最后100个交易日K线数据，后向复权\n",
    "k = s.get_kdata(Query(-100, recover_type=Query.BACKWARD))\n",
    "k.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
